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ORCIDBibTeX records: Benjamin Recht
@article{DBLP:journals/jmlr/LiangR23,
author = {Tengyuan Liang and
Benjamin Recht},
title = {Interpolating Classifiers Make Few Mistakes},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {20:1--20:27},
year = {2023},
url = {http://jmlr.org/papers/v24/21-0844.html},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiangR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/GraduR23,
author = {Paula Gradu and
Benjamin Recht},
title = {Online Control for Adaptive Tapering of Medications},
booktitle = {62nd {IEEE} Conference on Decision and Control, {CDC} 2023, Singapore,
December 13-15, 2023},
pages = {4067--4074},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CDC49753.2023.10384168},
doi = {10.1109/CDC49753.2023.10384168},
timestamp = {Mon, 29 Jan 2024 17:30:32 +0100},
biburl = {https://dblp.org/rec/conf/cdc/GraduR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Fridovich-KeilM23,
author = {Sara Fridovich{-}Keil and
Giacomo Meanti and
Frederik Rahb{\ae}k Warburg and
Benjamin Recht and
Angjoo Kanazawa},
title = {K-Planes: Explicit Radiance Fields in Space, Time, and Appearance},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {12479--12488},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01201},
doi = {10.1109/CVPR52729.2023.01201},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/Fridovich-KeilM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-10241,
author = {Sara Fridovich{-}Keil and
Giacomo Meanti and
Frederik Warburg and
Benjamin Recht and
Angjoo Kanazawa},
title = {K-Planes: Explicit Radiance Fields in Space, Time, and Appearance},
journal = {CoRR},
volume = {abs/2301.10241},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.10241},
doi = {10.48550/ARXIV.2301.10241},
eprinttype = {arXiv},
eprint = {2301.10241},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-10241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03956,
author = {Sara Fridovich{-}Keil and
Fabrizio Valdivia and
Gordon Wetzstein and
Benjamin Recht and
Mahdi Soltanolkotabi},
title = {Gradient Descent Provably Solves Nonlinear Tomographic Reconstruction},
journal = {CoRR},
volume = {abs/2310.03956},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03956},
doi = {10.48550/ARXIV.2310.03956},
eprinttype = {arXiv},
eprint = {2310.03956},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ManiaJR22,
author = {Horia Mania and
Michael I. Jordan and
Benjamin Recht},
title = {Active Learning for Nonlinear System Identification with Guarantees},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {32:1--32:30},
year = {2022},
url = {http://jmlr.org/papers/v23/20-807.html},
timestamp = {Wed, 16 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/ManiaJR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Fridovich-KeilY22,
author = {Sara Fridovich{-}Keil and
Alex Yu and
Matthew Tancik and
Qinhong Chen and
Benjamin Recht and
Angjoo Kanazawa},
title = {Plenoxels: Radiance Fields without Neural Networks},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {5491--5500},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00542},
doi = {10.1109/CVPR52688.2022.00542},
timestamp = {Tue, 04 Oct 2022 15:11:56 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/Fridovich-KeilY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/CurmeiHRH22,
author = {Mihaela Curmei and
Andreas A. Haupt and
Benjamin Recht and
Dylan Hadfield{-}Menell},
editor = {Jennifer Golbeck and
F. Maxwell Harper and
Vanessa Murdock and
Michael D. Ekstrand and
Bracha Shapira and
Justin Basilico and
Keld T. Lundgaard and
Even Oldridge},
title = {Towards Psychologically-Grounded Dynamic Preference Models},
booktitle = {RecSys '22: Sixteenth {ACM} Conference on Recommender Systems, Seattle,
WA, USA, September 18 - 23, 2022},
pages = {35--48},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3523227.3546778},
doi = {10.1145/3523227.3546778},
timestamp = {Mon, 26 Sep 2022 12:54:58 +0200},
biburl = {https://dblp.org/rec/conf/recsys/CurmeiHRH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-01534,
author = {Mihaela Curmei and
Andreas A. Haupt and
Dylan Hadfield{-}Menell and
Benjamin Recht},
title = {Towards Psychologically-Grounded Dynamic Preference Models},
journal = {CoRR},
volume = {abs/2208.01534},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.01534},
doi = {10.48550/ARXIV.2208.01534},
eprinttype = {arXiv},
eprint = {2208.01534},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-01534.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/ZhangBHRV21,
author = {Chiyuan Zhang and
Samy Bengio and
Moritz Hardt and
Benjamin Recht and
Oriol Vinyals},
title = {Understanding deep learning (still) requires rethinking generalization},
journal = {Commun. {ACM}},
volume = {64},
number = {3},
pages = {107--115},
year = {2021},
url = {https://doi.org/10.1145/3446776},
doi = {10.1145/3446776},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/ZhangBHRV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WilsonRJ21,
author = {Ashia C. Wilson and
Ben Recht and
Michael I. Jordan},
title = {A Lyapunov Analysis of Accelerated Methods in Optimization},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {113:1--113:34},
year = {2021},
url = {http://jmlr.org/papers/v22/20-195.html},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/WilsonRJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/trob/RolfFSRT21,
author = {Esther Rolf and
David Fridovich{-}Keil and
Max Simchowitz and
Benjamin Recht and
Claire J. Tomlin},
title = {A Successive-Elimination Approach to Adaptive Robotic Source Seeking},
journal = {{IEEE} Trans. Robotics},
volume = {37},
number = {1},
pages = {34--47},
year = {2021},
url = {https://doi.org/10.1109/TRO.2020.3005537},
doi = {10.1109/TRO.2020.3005537},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/trob/RolfFSRT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/TaylorDDRYA21,
author = {Andrew J. Taylor and
Victor D. Dorobantu and
Sarah Dean and
Benjamin Recht and
Yisong Yue and
Aaron D. Ames},
title = {Towards Robust Data-Driven Control Synthesis for Nonlinear Systems
with Actuation Uncertainty},
booktitle = {2021 60th {IEEE} Conference on Decision and Control (CDC), Austin,
TX, USA, December 14-17, 2021},
pages = {6469--6476},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CDC45484.2021.9683511},
doi = {10.1109/CDC45484.2021.9683511},
timestamp = {Tue, 17 May 2022 15:53:17 +0200},
biburl = {https://dblp.org/rec/conf/cdc/TaylorDDRYA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ShankarDRRRS21,
author = {Vaishaal Shankar and
Achal Dave and
Rebecca Roelofs and
Deva Ramanan and
Benjamin Recht and
Ludwig Schmidt},
title = {Do Image Classifiers Generalize Across Time?},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {9641--9649},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00952},
doi = {10.1109/ICCV48922.2021.00952},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/ShankarDRRRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CurmeiDR21,
author = {Mihaela Curmei and
Sarah Dean and
Benjamin Recht},
editor = {Marina Meila and
Tong Zhang},
title = {Quantifying Availability and Discovery in Recommender Systems via
Stochastic Reachability},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2265--2275},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/curmei21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CurmeiDR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RolfWRJ21,
author = {Esther Rolf and
Theodora T. Worledge and
Benjamin Recht and
Michael I. Jordan},
editor = {Marina Meila and
Tong Zhang},
title = {Representation Matters: Assessing the Importance of Subgroup Allocations
in Training Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9040--9051},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rolf21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RolfWRJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/JadbabaieLPPRTZ21,
author = {Ali Jadbabaie and
John Lygeros and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
editor = {Ali Jadbabaie and
John Lygeros and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {Preface},
booktitle = {Proceedings of the 3rd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2021, 7-8 June 2021, Virtual Event, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {144},
pages = {1--5},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v144/jadbabaie21a.html},
timestamp = {Mon, 14 Jun 2021 08:02:30 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/JadbabaieLPPRTZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/DeanR21,
author = {Sarah Dean and
Benjamin Recht},
editor = {Ali Jadbabaie and
John Lygeros and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {Certainty Equivalent Perception-Based Control},
booktitle = {Proceedings of the 3rd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2021, 7-8 June 2021, Virtual Event, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {144},
pages = {399--411},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v144/dean21a.html},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/DeanR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/l4dc/2021,
editor = {Ali Jadbabaie and
John Lygeros and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {Proceedings of the 3rd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2021, 7-8 June 2021, Virtual Event, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {144},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v144/},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-11815,
author = {Tengyuan Liang and
Benjamin Recht},
title = {Interpolating Classifiers Make Few Mistakes},
journal = {CoRR},
volume = {abs/2101.11815},
year = {2021},
url = {https://arxiv.org/abs/2101.11815},
eprinttype = {arXiv},
eprint = {2101.11815},
timestamp = {Sun, 31 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-11815.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05242,
author = {Moritz Hardt and
Benjamin Recht},
title = {Patterns, predictions, and actions: {A} story about machine learning},
journal = {CoRR},
volume = {abs/2102.05242},
year = {2021},
url = {https://arxiv.org/abs/2102.05242},
eprinttype = {arXiv},
eprint = {2102.05242},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-05242.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-03399,
author = {Esther Rolf and
Theodora Worledge and
Benjamin Recht and
Michael I. Jordan},
title = {Representation Matters: Assessing the Importance of Subgroup Allocations
in Training Data},
journal = {CoRR},
volume = {abs/2103.03399},
year = {2021},
url = {https://arxiv.org/abs/2103.03399},
eprinttype = {arXiv},
eprint = {2103.03399},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-03399.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-00833,
author = {Mihaela Curmei and
Sarah Dean and
Benjamin Recht},
title = {Quantifying Availability and Discovery in Recommender Systems via
Stochastic Reachability},
journal = {CoRR},
volume = {abs/2107.00833},
year = {2021},
url = {https://arxiv.org/abs/2107.00833},
eprinttype = {arXiv},
eprint = {2107.00833},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-00833.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-05131,
author = {Alex Yu and
Sara Fridovich{-}Keil and
Matthew Tancik and
Qinhong Chen and
Benjamin Recht and
Angjoo Kanazawa},
title = {Plenoxels: Radiance Fields without Neural Networks},
journal = {CoRR},
volume = {abs/2112.05131},
year = {2021},
url = {https://arxiv.org/abs/2112.05131},
eprinttype = {arXiv},
eprint = {2112.05131},
timestamp = {Mon, 13 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-05131.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/focm/DeanMMRT20,
author = {Sarah Dean and
Horia Mania and
Nikolai Matni and
Benjamin Recht and
Stephen Tu},
title = {On the Sample Complexity of the Linear Quadratic Regulator},
journal = {Found. Comput. Math.},
volume = {20},
number = {4},
pages = {633--679},
year = {2020},
url = {https://doi.org/10.1007/s10208-019-09426-y},
doi = {10.1007/S10208-019-09426-Y},
timestamp = {Fri, 07 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/focm/DeanMMRT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RolfJR20,
author = {Esther Rolf and
Michael I. Jordan and
Benjamin Recht},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Post-Estimation Smoothing: {A} Simple Baseline for Learning with Side
Information},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {1759--1769},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/rolf20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RolfJR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud/ShankarKVPRSRJV20,
author = {Vaishaal Shankar and
Karl Krauth and
Kailas Vodrahalli and
Qifan Pu and
Benjamin Recht and
Ion Stoica and
Jonathan Ragan{-}Kelley and
Eric Jonas and
Shivaram Venkataraman},
editor = {Rodrigo Fonseca and
Christina Delimitrou and
Beng Chin Ooi},
title = {Serverless linear algebra},
booktitle = {SoCC '20: {ACM} Symposium on Cloud Computing, Virtual Event, USA,
October 19-21, 2020},
pages = {281--295},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3419111.3421287},
doi = {10.1145/3419111.3421287},
timestamp = {Wed, 14 Oct 2020 17:34:53 +0200},
biburl = {https://dblp.org/rec/conf/cloud/ShankarKVPRSRJV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/DeanTCRA20,
author = {Sarah Dean and
Andrew J. Taylor and
Ryan K. Cosner and
Benjamin Recht and
Aaron D. Ames},
editor = {Jens Kober and
Fabio Ramos and
Claire J. Tomlin},
title = {Guaranteeing Safety of Learned Perception Modules via Measurement-Robust
Control Barrier Functions},
booktitle = {4th Conference on Robot Learning, CoRL 2020, 16-18 November 2020,
Virtual Event / Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {155},
pages = {654--670},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v155/dean21a.html},
timestamp = {Tue, 18 Oct 2022 08:35:37 +0200},
biburl = {https://dblp.org/rec/conf/corl/DeanTCRA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/DeanRR20,
author = {Sarah Dean and
Sarah Rich and
Benjamin Recht},
editor = {Mireille Hildebrandt and
Carlos Castillo and
L. Elisa Celis and
Salvatore Ruggieri and
Linnet Taylor and
Gabriela Zanfir{-}Fortuna},
title = {Recommendations and user agency: the reachability of collaboratively-filtered
information},
booktitle = {FAT* '20: Conference on Fairness, Accountability, and Transparency,
Barcelona, Spain, January 27-30, 2020},
pages = {436--445},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3351095.3372866},
doi = {10.1145/3351095.3372866},
timestamp = {Thu, 26 Aug 2021 22:19:24 +0200},
biburl = {https://dblp.org/rec/conf/fat/DeanRR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MillerKRS20,
author = {John Miller and
Karl Krauth and
Benjamin Recht and
Ludwig Schmidt},
title = {The Effect of Natural Distribution Shift on Question Answering Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6905--6916},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/miller20a.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MillerKRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShankarFGFRSR20,
author = {Vaishaal Shankar and
Alex Fang and
Wenshuo Guo and
Sara Fridovich{-}Keil and
Jonathan Ragan{-}Kelley and
Ludwig Schmidt and
Benjamin Recht},
title = {Neural Kernels Without Tangents},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8614--8623},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shankar20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShankarFGFRSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShankarRMFRS20,
author = {Vaishaal Shankar and
Rebecca Roelofs and
Horia Mania and
Alex Fang and
Benjamin Recht and
Ludwig Schmidt},
title = {Evaluating Machine Accuracy on ImageNet},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8634--8644},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shankar20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShankarRMFRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/DeanMRY20,
author = {Sarah Dean and
Nikolai Matni and
Benjamin Recht and
Vickie Ye},
editor = {Alexandre M. Bayen and
Ali Jadbabaie and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {Robust Guarantees for Perception-Based Control},
booktitle = {Proceedings of the 2nd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2020, Online Event, Berkeley, CA, USA, 11-12 June
2020},
series = {Proceedings of Machine Learning Research},
volume = {120},
pages = {350--360},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v120/dean20a.html},
timestamp = {Fri, 27 Nov 2020 12:28:41 +0100},
biburl = {https://dblp.org/rec/conf/l4dc/DeanMRY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/LiJRGBHRT20,
author = {Liam Li and
Kevin G. Jamieson and
Afshin Rostamizadeh and
Ekaterina Gonina and
Jonathan Ben{-}tzur and
Moritz Hardt and
Benjamin Recht and
Ameet Talwalkar},
editor = {Inderjit S. Dhillon and
Dimitris S. Papailiopoulos and
Vivienne Sze},
title = {A System for Massively Parallel Hyperparameter Tuning},
booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
TX, USA, March 2-4, 2020},
publisher = {mlsys.org},
year = {2020},
url = {https://proceedings.mlsys.org/book/303.pdf},
timestamp = {Thu, 18 Jun 2020 15:47:18 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/LiJRGBHRT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TaoriDSCRS20,
author = {Rohan Taori and
Achal Dave and
Vaishaal Shankar and
Nicholas Carlini and
Benjamin Recht and
Ludwig Schmidt},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Measuring Robustness to Natural Distribution Shifts in Image Classification},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/d8330f857a17c53d217014ee776bfd50-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TaoriDSCRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/l4dc/2020,
editor = {Alexandre M. Bayen and
Ali Jadbabaie and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {Proceedings of the 2nd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2020, Online Event, Berkeley, CA, USA, 11-12 June
2020},
series = {Proceedings of Machine Learning Research},
volume = {120},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v120/},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/l4dc/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02237,
author = {Vaishaal Shankar and
Alex Fang and
Wenshuo Guo and
Sara Fridovich{-}Keil and
Ludwig Schmidt and
Jonathan Ragan{-}Kelley and
Benjamin Recht},
title = {Neural Kernels Without Tangents},
journal = {CoRR},
volume = {abs/2003.02237},
year = {2020},
url = {https://arxiv.org/abs/2003.02237},
eprinttype = {arXiv},
eprint = {2003.02237},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-02237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-05955,
author = {Esther Rolf and
Michael I. Jordan and
Benjamin Recht},
title = {Post-Estimation Smoothing: {A} Simple Baseline for Learning with Side
Information},
journal = {CoRR},
volume = {abs/2003.05955},
year = {2020},
url = {https://arxiv.org/abs/2003.05955},
eprinttype = {arXiv},
eprint = {2003.05955},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-05955.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-14444,
author = {John Miller and
Karl Krauth and
Benjamin Recht and
Ludwig Schmidt},
title = {The Effect of Natural Distribution Shift on Question Answering Models},
journal = {CoRR},
volume = {abs/2004.14444},
year = {2020},
url = {https://arxiv.org/abs/2004.14444},
eprinttype = {arXiv},
eprint = {2004.14444},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-14444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10277,
author = {Horia Mania and
Michael I. Jordan and
Benjamin Recht},
title = {Active Learning for Nonlinear System Identification with Guarantees},
journal = {CoRR},
volume = {abs/2006.10277},
year = {2020},
url = {https://arxiv.org/abs/2006.10277},
eprinttype = {arXiv},
eprint = {2006.10277},
timestamp = {Wed, 24 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00644,
author = {Rohan Taori and
Achal Dave and
Vaishaal Shankar and
Nicholas Carlini and
Benjamin Recht and
Ludwig Schmidt},
title = {Measuring Robustness to Natural Distribution Shifts in Image Classification},
journal = {CoRR},
volume = {abs/2007.00644},
year = {2020},
url = {https://arxiv.org/abs/2007.00644},
eprinttype = {arXiv},
eprint = {2007.00644},
timestamp = {Mon, 06 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05647,
author = {Wenshuo Guo and
Mihaela Curmei and
Serena Lutong Wang and
Benjamin Recht and
Michael I. Jordan},
title = {Finding Equilibrium in Multi-Agent Games with Payoff Uncertainty},
journal = {CoRR},
volume = {abs/2007.05647},
year = {2020},
url = {https://arxiv.org/abs/2007.05647},
eprinttype = {arXiv},
eprint = {2007.05647},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-05647.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-12332,
author = {Sarah Dean and
Benjamin Recht},
title = {Certainty Equivalent Perception-Based Control},
journal = {CoRR},
volume = {abs/2008.12332},
year = {2020},
url = {https://arxiv.org/abs/2008.12332},
eprinttype = {arXiv},
eprint = {2008.12332},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-12332.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-08168,
author = {Esther Rolf and
Jonathan Proctor and
Tamma Carleton and
Ian Bolliger and
Vaishaal Shankar and
Miyabi Ishihara and
Benjamin Recht and
Solomon Hsiang},
title = {A Generalizable and Accessible Approach to Machine Learning with Global
Satellite Imagery},
journal = {CoRR},
volume = {abs/2010.08168},
year = {2020},
url = {https://arxiv.org/abs/2010.08168},
eprinttype = {arXiv},
eprint = {2010.08168},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-08168.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-16001,
author = {Sarah Dean and
Andrew J. Taylor and
Ryan K. Cosner and
Benjamin Recht and
Aaron D. Ames},
title = {Guaranteeing Safety of Learned Perception Modules via Measurement-Robust
Control Barrier Functions},
journal = {CoRR},
volume = {abs/2010.16001},
year = {2020},
url = {https://arxiv.org/abs/2010.16001},
eprinttype = {arXiv},
eprint = {2010.16001},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-16001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-07931,
author = {Karl Krauth and
Sarah Dean and
Alex Zhao and
Wenshuo Guo and
Mihaela Curmei and
Benjamin Recht and
Michael I. Jordan},
title = {Do Offline Metrics Predict Online Performance in Recommender Systems?},
journal = {CoRR},
volume = {abs/2011.07931},
year = {2020},
url = {https://arxiv.org/abs/2011.07931},
eprinttype = {arXiv},
eprint = {2011.07931},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-07931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-10730,
author = {Andrew J. Taylor and
Victor D. Dorobantu and
Sarah Dean and
Benjamin Recht and
Yisong Yue and
Aaron D. Ames},
title = {Towards Robust Data-Driven Control Synthesis for Nonlinear Systems
with Actuation Uncertainty},
journal = {CoRR},
volume = {abs/2011.10730},
year = {2020},
url = {https://arxiv.org/abs/2011.10730},
eprinttype = {arXiv},
eprint = {2011.10730},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-10730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/arcras/Recht19,
author = {Benjamin Recht},
title = {A Tour of Reinforcement Learning: The View from Continuous Control},
journal = {Annu. Rev. Control. Robotics Auton. Syst.},
volume = {2},
pages = {253--279},
year = {2019},
url = {https://doi.org/10.1146/annurev-control-053018-023825},
doi = {10.1146/ANNUREV-CONTROL-053018-023825},
timestamp = {Thu, 06 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/arcras/Recht19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/LeePPSJR19,
author = {Jason D. Lee and
Ioannis Panageas and
Georgios Piliouras and
Max Simchowitz and
Michael I. Jordan and
Benjamin Recht},
title = {First-order methods almost always avoid strict saddle points},
journal = {Math. Program.},
volume = {176},
number = {1-2},
pages = {311--337},
year = {2019},
url = {https://doi.org/10.1007/s10107-019-01374-3},
doi = {10.1007/S10107-019-01374-3},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/LeePPSJR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/SojoudiRD19,
author = {Somayeh Sojoudi and
Benjamin Recht and
John C. Doyle},
title = {Mathematical Models of Physiological Responses to Exercise},
booktitle = {2019 American Control Conference, {ACC} 2019, Philadelphia, PA, USA,
July 10-12, 2019},
pages = {1525--1532},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.23919/ACC.2019.8814946},
doi = {10.23919/ACC.2019.8814946},
timestamp = {Sun, 08 Aug 2021 01:40:57 +0200},
biburl = {https://dblp.org/rec/conf/amcc/SojoudiRD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/TuBR19,
author = {Stephen Tu and
Ross Boczar and
Benjamin Recht},
title = {Minimax Lower Bounds for H{\(\infty\)}-Norm Estimation},
booktitle = {2019 American Control Conference, {ACC} 2019, Philadelphia, PA, USA,
July 10-12, 2019},
pages = {3538--3543},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.23919/ACC.2019.8814311},
doi = {10.23919/ACC.2019.8814311},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amcc/TuBR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/DeanTMR19,
author = {Sarah Dean and
Stephen Tu and
Nikolai Matni and
Benjamin Recht},
title = {Safely Learning to Control the Constrained Linear Quadratic Regulator},
booktitle = {2019 American Control Conference, {ACC} 2019, Philadelphia, PA, USA,
July 10-12, 2019},
pages = {5582--5588},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.23919/ACC.2019.8814865},
doi = {10.23919/ACC.2019.8814865},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amcc/DeanTMR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SimchowitzBR19,
author = {Max Simchowitz and
Ross Boczar and
Benjamin Recht},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {Learning Linear Dynamical Systems with Semi-Parametric Least Squares},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {2714--2802},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/simchowitz19a.html},
timestamp = {Mon, 08 Jul 2019 16:13:41 +0200},
biburl = {https://dblp.org/rec/conf/colt/SimchowitzBR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/TuR19,
author = {Stephen Tu and
Benjamin Recht},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {The Gap Between Model-Based and Model-Free Methods on the Linear Quadratic
Regulator: An Asymptotic Viewpoint},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {3036--3083},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/tu19a.html},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/TuR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RechtRSS19,
author = {Benjamin Recht and
Rebecca Roelofs and
Ludwig Schmidt and
Vaishaal Shankar},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Do ImageNet Classifiers Generalize to ImageNet?},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {5389--5400},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/recht19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/RechtRSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KrauthTR19,
author = {Karl Krauth and
Stephen Tu and
Benjamin Recht},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Finite-time Analysis of Approximate Policy Iteration for the Linear
Quadratic Regulator},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {8512--8522},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/aaebdb8bb6b0e73f6c3c54a0ab0c6415-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KrauthTR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RoelofsSRFHMS19,
author = {Rebecca Roelofs and
Vaishaal Shankar and
Benjamin Recht and
Sara Fridovich{-}Keil and
Moritz Hardt and
John Miller and
Ludwig Schmidt},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {A Meta-Analysis of Overfitting in Machine Learning},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {9175--9185},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/ee39e503b6bedf0c98c388b7e8589aca-Abstract.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/RoelofsSRFHMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ManiaMSHR19,
author = {Horia Mania and
John Miller and
Ludwig Schmidt and
Moritz Hardt and
Benjamin Recht},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Model Similarity Mitigates Test Set Overuse},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {9993--10002},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/48237d9f2dea8c74c2a72126cf63d933-Abstract.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ManiaMSHR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ManiaTR19,
author = {Horia Mania and
Stephen Tu and
Benjamin Recht},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Certainty Equivalence is Efficient for Linear Quadratic Control},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {10154--10164},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/5dbc8390f17e019d300d5a162c3ce3bc-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ManiaTR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00768,
author = {Max Simchowitz and
Ross Boczar and
Benjamin Recht},
title = {Learning Linear Dynamical Systems with Semi-Parametric Least Squares},
journal = {CoRR},
volume = {abs/1902.00768},
year = {2019},
url = {http://arxiv.org/abs/1902.00768},
eprinttype = {arXiv},
eprint = {1902.00768},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-00768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-07826,
author = {Horia Mania and
Stephen Tu and
Benjamin Recht},
title = {Certainty Equivalent Control of {LQR} is Efficient},
journal = {CoRR},
volume = {abs/1902.07826},
year = {2019},
url = {http://arxiv.org/abs/1902.07826},
eprinttype = {arXiv},
eprint = {1902.07826},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-07826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10811,
author = {Benjamin Recht and
Rebecca Roelofs and
Ludwig Schmidt and
Vaishaal Shankar},
title = {Do ImageNet Classifiers Generalize to ImageNet?},
journal = {CoRR},
volume = {abs/1902.10811},
year = {2019},
url = {http://arxiv.org/abs/1902.10811},
eprinttype = {arXiv},
eprint = {1902.10811},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12580,
author = {Horia Mania and
John Miller and
Ludwig Schmidt and
Moritz Hardt and
Benjamin Recht},
title = {Model Similarity Mitigates Test Set Overuse},
journal = {CoRR},
volume = {abs/1905.12580},
year = {2019},
url = {http://arxiv.org/abs/1905.12580},
eprinttype = {arXiv},
eprint = {1905.12580},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12580.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12842,
author = {Karl Krauth and
Stephen Tu and
Benjamin Recht},
title = {Finite-time Analysis of Approximate Policy Iteration for the Linear
Quadratic Regulator},
journal = {CoRR},
volume = {abs/1905.12842},
year = {2019},
url = {http://arxiv.org/abs/1905.12842},
eprinttype = {arXiv},
eprint = {1905.12842},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02168,
author = {Vaishaal Shankar and
Achal Dave and
Rebecca Roelofs and
Deva Ramanan and
Benjamin Recht and
Ludwig Schmidt},
title = {A systematic framework for natural perturbations from videos},
journal = {CoRR},
volume = {abs/1906.02168},
year = {2019},
url = {http://arxiv.org/abs/1906.02168},
eprinttype = {arXiv},
eprint = {1906.02168},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02168.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-03680,
author = {Sarah Dean and
Nikolai Matni and
Benjamin Recht and
Vickie Ye},
title = {Robust Guarantees for Perception-Based Control},
journal = {CoRR},
volume = {abs/1907.03680},
year = {2019},
url = {http://arxiv.org/abs/1907.03680},
eprinttype = {arXiv},
eprint = {1907.03680},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-03680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-10068,
author = {Sarah Dean and
Sarah Rich and
Benjamin Recht},
title = {Recommendations and User Agency: The Reachability of Collaboratively-Filtered
Information},
journal = {CoRR},
volume = {abs/1912.10068},
year = {2019},
url = {http://arxiv.org/abs/1912.10068},
eprinttype = {arXiv},
eprint = {1912.10068},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-10068.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HardtMR18,
author = {Moritz Hardt and
Tengyu Ma and
Benjamin Recht},
title = {Gradient Descent Learns Linear Dynamical Systems},
journal = {J. Mach. Learn. Res.},
volume = {19},
pages = {29:1--29:44},
year = {2018},
url = {http://jmlr.org/papers/v19/16-465.html},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HardtMR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/OymakRS18,
author = {Samet Oymak and
Benjamin Recht and
Mahdi Soltanolkotabi},
title = {Sharp Time-Data Tradeoffs for Linear Inverse Problems},
journal = {{IEEE} Trans. Inf. Theory},
volume = {64},
number = {6},
pages = {4129--4158},
year = {2018},
url = {https://doi.org/10.1109/TIT.2017.2773497},
doi = {10.1109/TIT.2017.2773497},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/OymakRS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/TuBR18,
author = {Stephen Tu and
Ross Boczar and
Benjamin Recht},
title = {On the Approximation of Toeplitz Operators for Nonparametric H\({}_{\mbox{{\(\infty\)}}}\)-norm
Estimation},
booktitle = {2018 Annual American Control Conference, {ACC} 2018, Milwaukee, WI,
USA, June 27-29, 2018},
pages = {1867--1872},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/ACC.2018.8431846},
doi = {10.23919/ACC.2018.8431846},
timestamp = {Sun, 08 Aug 2021 01:40:57 +0200},
biburl = {https://dblp.org/rec/conf/amcc/TuBR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/BoczarMR18,
author = {Ross Boczar and
Nikolai Matni and
Benjamin Recht},
title = {Finite-Data Performance Guarantees for the Output-Feedback Control
of an Unknown System},
booktitle = {57th {IEEE} Conference on Decision and Control, {CDC} 2018, Miami,
FL, USA, December 17-19, 2018},
pages = {2994--2999},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CDC.2018.8618658},
doi = {10.1109/CDC.2018.8618658},
timestamp = {Fri, 04 Mar 2022 13:30:11 +0100},
biburl = {https://dblp.org/rec/conf/cdc/BoczarMR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SimchowitzMTJR18,
author = {Max Simchowitz and
Horia Mania and
Stephen Tu and
Michael I. Jordan and
Benjamin Recht},
editor = {S{\'{e}}bastien Bubeck and
Vianney Perchet and
Philippe Rigollet},
title = {Learning Without Mixing: Towards {A} Sharp Analysis of Linear System
Identification},
booktitle = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9
July 2018},
series = {Proceedings of Machine Learning Research},
volume = {75},
pages = {439--473},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v75/simchowitz18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:23 +0200},
biburl = {https://dblp.org/rec/conf/colt/SimchowitzMTJR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TuR18,
author = {Stephen Tu and
Benjamin Recht},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Least-Squares Temporal Difference Learning for the Linear Quadratic
Regulator},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5012--5021},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/tu18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/TuR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ManiaGR18,
author = {Horia Mania and
Aurelia Guy and
Benjamin Recht},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Simple random search of static linear policies is competitive for
reinforcement learning},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {1805--1814},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/7634ea65a4e6d9041cfd3f7de18e334a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ManiaGR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DeanMMRT18,
author = {Sarah Dean and
Horia Mania and
Nikolai Matni and
Benjamin Recht and
Stephen Tu},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Regret Bounds for Robust Adaptive Control of the Linear Quadratic
Regulator},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {4192--4201},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/0ae3f79a30234b6c45a6f7d298ba1310-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DeanMMRT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/SimchowitzAR18,
author = {Max Simchowitz and
Ahmed El Alaoui and
Benjamin Recht},
editor = {Ilias Diakonikolas and
David Kempe and
Monika Henzinger},
title = {Tight query complexity lower bounds for {PCA} via finite sample deformed
wigner law},
booktitle = {Proceedings of the 50th Annual {ACM} {SIGACT} Symposium on Theory
of Computing, {STOC} 2018, Los Angeles, CA, USA, June 25-29, 2018},
pages = {1249--1259},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3188745.3188796},
doi = {10.1145/3188745.3188796},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/SimchowitzAR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08334,
author = {Max Simchowitz and
Horia Mania and
Stephen Tu and
Michael I. Jordan and
Benjamin Recht},
title = {Learning Without Mixing: Towards {A} Sharp Analysis of Linear System
Identification},
journal = {CoRR},
volume = {abs/1802.08334},
year = {2018},
url = {http://arxiv.org/abs/1802.08334},
eprinttype = {arXiv},
eprint = {1802.08334},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-08334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-07055,
author = {Horia Mania and
Aurelia Guy and
Benjamin Recht},
title = {Simple random search provides a competitive approach to reinforcement
learning},
journal = {CoRR},
volume = {abs/1803.07055},
year = {2018},
url = {http://arxiv.org/abs/1803.07055},
eprinttype = {arXiv},
eprint = {1803.07055},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-07055.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-09186,
author = {Ross Boczar and
Nikolai Matni and
Benjamin Recht},
title = {Finite-Data Performance Guarantees for the Output-Feedback Control
of an Unknown System},
journal = {CoRR},
volume = {abs/1803.09186},
year = {2018},
url = {http://arxiv.org/abs/1803.09186},
eprinttype = {arXiv},
eprint = {1803.09186},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-09186.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-01221,
author = {Max Simchowitz and
Ahmed El Alaoui and
Benjamin Recht},
title = {Tight Query Complexity Lower Bounds for {PCA} via Finite Sample Deformed
Wigner Law},
journal = {CoRR},
volume = {abs/1804.01221},
year = {2018},
url = {http://arxiv.org/abs/1804.01221},
eprinttype = {arXiv},
eprint = {1804.01221},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-01221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09388,
author = {Sarah Dean and
Horia Mania and
Nikolai Matni and
Benjamin Recht and
Stephen Tu},
title = {Regret Bounds for Robust Adaptive Control of the Linear Quadratic
Regulator},
journal = {CoRR},
volume = {abs/1805.09388},
year = {2018},
url = {http://arxiv.org/abs/1805.09388},
eprinttype = {arXiv},
eprint = {1805.09388},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-09388.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00451,
author = {Benjamin Recht and
Rebecca Roelofs and
Ludwig Schmidt and
Vaishaal Shankar},
title = {Do {CIFAR-10} Classifiers Generalize to CIFAR-10?},
journal = {CoRR},
volume = {abs/1806.00451},
year = {2018},
url = {http://arxiv.org/abs/1806.00451},
eprinttype = {arXiv},
eprint = {1806.00451},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-09460,
author = {Benjamin Recht},
title = {A Tour of Reinforcement Learning: The View from Continuous Control},
journal = {CoRR},
volume = {abs/1806.09460},
year = {2018},
url = {http://arxiv.org/abs/1806.09460},
eprinttype = {arXiv},
eprint = {1806.09460},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-09460.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-10121,
author = {Sarah Dean and
Stephen Tu and
Nikolai Matni and
Benjamin Recht},
title = {Safely Learning to Control the Constrained Linear Quadratic Regulator},
journal = {CoRR},
volume = {abs/1809.10121},
year = {2018},
url = {http://arxiv.org/abs/1809.10121},
eprinttype = {arXiv},
eprint = {1809.10121},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-10121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-10611,
author = {Esther Rolf and
David Fridovich{-}Keil and
Max Simchowitz and
Benjamin Recht and
Claire J. Tomlin},
title = {A Successive-Elimination Approach to Adaptive Robotic Sensing},
journal = {CoRR},
volume = {abs/1809.10611},
year = {2018},
url = {http://arxiv.org/abs/1809.10611},
eprinttype = {arXiv},
eprint = {1809.10611},
timestamp = {Thu, 26 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-10611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-10855,
author = {Stephen Tu and
Ross Boczar and
Benjamin Recht},
title = {Minimax Lower Bounds for {\(\mathscr{H}\)}\({}_{\mbox{{\(\infty\)}}}\)-Norm
Estimation},
journal = {CoRR},
volume = {abs/1809.10855},
year = {2018},
url = {http://arxiv.org/abs/1809.10855},
eprinttype = {arXiv},
eprint = {1809.10855},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-10855.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-05934,
author = {Liam Li and
Kevin G. Jamieson and
Afshin Rostamizadeh and
Ekaterina Gonina and
Moritz Hardt and
Benjamin Recht and
Ameet Talwalkar},
title = {Massively Parallel Hyperparameter Tuning},
journal = {CoRR},
volume = {abs/1810.05934},
year = {2018},
url = {http://arxiv.org/abs/1810.05934},
eprinttype = {arXiv},
eprint = {1810.05934},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-05934.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-09679,
author = {Vaishaal Shankar and
Karl Krauth and
Qifan Pu and
Eric Jonas and
Shivaram Venkataraman and
Ion Stoica and
Benjamin Recht and
Jonathan Ragan{-}Kelley},
title = {numpywren: serverless linear algebra},
journal = {CoRR},
volume = {abs/1810.09679},
year = {2018},
url = {http://arxiv.org/abs/1810.09679},
eprinttype = {arXiv},
eprint = {1810.09679},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-09679.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-03565,
author = {Stephen Tu and
Benjamin Recht},
title = {The Gap Between Model-Based and Model-Free Methods on the Linear Quadratic
Regulator: An Asymptotic Viewpoint},
journal = {CoRR},
volume = {abs/1812.03565},
year = {2018},
url = {http://arxiv.org/abs/1812.03565},
eprinttype = {arXiv},
eprint = {1812.03565},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-03565.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BoydHBRJ17,
author = {Nicholas Boyd and
Trevor Hastie and
Stephen P. Boyd and
Benjamin Recht and
Michael I. Jordan},
title = {Saturating Splines and Feature Selection},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {197:1--197:32},
year = {2017},
url = {http://jmlr.org/papers/v18/17-178.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BoydHBRJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/BoydSR17,
author = {Nicholas Boyd and
Geoffrey Schiebinger and
Benjamin Recht},
title = {The Alternating Descent Conditional Gradient Method for Sparse Inverse
Problems},
journal = {{SIAM} J. Optim.},
volume = {27},
number = {2},
pages = {616--639},
year = {2017},
url = {https://doi.org/10.1137/15M1035793},
doi = {10.1137/15M1035793},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/BoydSR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/ManiaPPRRJ17,
author = {Horia Mania and
Xinghao Pan and
Dimitris S. Papailiopoulos and
Benjamin Recht and
Kannan Ramchandran and
Michael I. Jordan},
title = {Perturbed Iterate Analysis for Asynchronous Stochastic Optimization},
journal = {{SIAM} J. Optim.},
volume = {27},
number = {4},
pages = {2202--2229},
year = {2017},
url = {https://doi.org/10.1137/16M1057000},
doi = {10.1137/16M1057000},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/ManiaPPRRJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud/JonasPVSR17,
author = {Eric Jonas and
Qifan Pu and
Shivaram Venkataraman and
Ion Stoica and
Benjamin Recht},
title = {Occupy the cloud: distributed computing for the 99{\%}},
booktitle = {Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa
Clara, CA, USA, September 24-27, 2017},
pages = {445--451},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3127479.3128601},
doi = {10.1145/3127479.3128601},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cloud/JonasPVSR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SimchowitzJR17,
author = {Max Simchowitz and
Kevin G. Jamieson and
Benjamin Recht},
editor = {Satyen Kale and
Ohad Shamir},
title = {The Simulator: Understanding Adaptive Sampling in the Moderate-Confidence
Regime},
booktitle = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017,
Amsterdam, The Netherlands, 7-10 July 2017},
series = {Proceedings of Machine Learning Research},
volume = {65},
pages = {1794--1834},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v65/simchowitz17a.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/SimchowitzJR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/DeMasiR17,
author = {Orianna Demasi and
Benjamin Recht},
editor = {Seungyon Claire Lee and
Leila Takayama and
Khai N. Truong},
title = {A step towards quantifying when an algorithm can and cannot predict
an individual's wellbeing},
booktitle = {Adjunct Proceedings of the 2017 {ACM} International Joint Conference
on Pervasive and Ubiquitous Computing and Proceedings of the 2017
{ACM} International Symposium on Wearable Computers, UbiComp/ISWC
2017, Maui, HI, USA, September 11-15, 2017},
pages = {763--771},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3123024.3125609},
doi = {10.1145/3123024.3125609},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/huc/DeMasiR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/SparksVKFR17,
author = {Evan R. Sparks and
Shivaram Venkataraman and
Tomer Kaftan and
Michael J. Franklin and
Benjamin Recht},
title = {KeystoneML: Optimizing Pipelines for Large-Scale Advanced Analytics},
booktitle = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
San Diego, CA, USA, April 19-22, 2017},
pages = {535--546},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDE.2017.109},
doi = {10.1109/ICDE.2017.109},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/SparksVKFR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangBHRV17,
author = {Chiyuan Zhang and
Samy Bengio and
Moritz Hardt and
Benjamin Recht and
Oriol Vinyals},
title = {Understanding deep learning requires rethinking generalization},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=Sy8gdB9xx},
timestamp = {Thu, 04 Apr 2019 13:20:07 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhangBHRV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TuVWGJR17,
author = {Stephen Tu and
Shivaram Venkataraman and
Ashia C. Wilson and
Alex Gittens and
Michael I. Jordan and
Benjamin Recht},
editor = {Doina Precup and
Yee Whye Teh},
title = {Breaking Locality Accelerates Block Gauss-Seidel},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3482--3491},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/tu17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/TuVWGJR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WilsonRSSR17,
author = {Ashia C. Wilson and
Rebecca Roelofs and
Mitchell Stern and
Nati Srebro and
Benjamin Recht},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {The Marginal Value of Adaptive Gradient Methods in Machine Learning},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {4148--4158},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/81b3833e2504647f9d794f7d7b9bf341-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/WilsonRSSR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sosp/VenkataramanPOA17,
author = {Shivaram Venkataraman and
Aurojit Panda and
Kay Ousterhout and
Michael Armbrust and
Ali Ghodsi and
Michael J. Franklin and
Benjamin Recht and
Ion Stoica},
title = {Drizzle: Fast and Adaptable Stream Processing at Scale},
booktitle = {Proceedings of the 26th Symposium on Operating Systems Principles,
Shanghai, China, October 28-31, 2017},
pages = {374--389},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132747.3132750},
doi = {10.1145/3132747.3132750},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sosp/VenkataramanPOA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JonasVSR17,
author = {Eric Jonas and
Shivaram Venkataraman and
Ion Stoica and
Benjamin Recht},
title = {Occupy the Cloud: Distributed Computing for the 99{\%}},
journal = {CoRR},
volume = {abs/1702.04024},
year = {2017},
url = {http://arxiv.org/abs/1702.04024},
eprinttype = {arXiv},
eprint = {1702.04024},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JonasVSR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SimchowitzJR17,
author = {Max Simchowitz and
Kevin G. Jamieson and
Benjamin Recht},
title = {The Simulator: Understanding Adaptive Sampling in the Moderate-Confidence
Regime},
journal = {CoRR},
volume = {abs/1702.05186},
year = {2017},
url = {http://arxiv.org/abs/1702.05186},
eprinttype = {arXiv},
eprint = {1702.05186},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SimchowitzJR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SimchowitzAR17,
author = {Max Simchowitz and
Ahmed El Alaoui and
Benjamin Recht},
title = {On the Gap Between Strict-Saddles and True Convexity: An Omega(log
d) Lower Bound for Eigenvector Approximation},
journal = {CoRR},
volume = {abs/1704.04548},
year = {2017},
url = {http://arxiv.org/abs/1704.04548},
eprinttype = {arXiv},
eprint = {1704.04548},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SimchowitzAR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WilsonRSSR17,
author = {Ashia C. Wilson and
Rebecca Roelofs and
Mitchell Stern and
Nathan Srebro and
Benjamin Recht},
title = {The Marginal Value of Adaptive Gradient Methods in Machine Learning},
journal = {CoRR},
volume = {abs/1705.08292},
year = {2017},
url = {http://arxiv.org/abs/1705.08292},
eprinttype = {arXiv},
eprint = {1705.08292},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WilsonRSSR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BoczarLPR17,
author = {Ross Boczar and
Laurent Lessard and
Andrew K. Packard and
Benjamin Recht},
title = {Exponential Stability Analysis via Integral Quadratic Constraints},
journal = {CoRR},
volume = {abs/1706.01337},
year = {2017},
url = {http://arxiv.org/abs/1706.01337},
eprinttype = {arXiv},
eprint = {1706.01337},
timestamp = {Fri, 30 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BoczarLPR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TuBPR17,
author = {Stephen Tu and
Ross Boczar and
Andrew K. Packard and
Benjamin Recht},
title = {Non-Asymptotic Analysis of Robust Control from Coarse-Grained Identification},
journal = {CoRR},
volume = {abs/1707.04791},
year = {2017},
url = {http://arxiv.org/abs/1707.04791},
eprinttype = {arXiv},
eprint = {1707.04791},
timestamp = {Fri, 30 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TuBPR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DeMasiKR17,
author = {Orianna Demasi and
Konrad P. K{\"{o}}rding and
Benjamin Recht},
title = {Meaningless comparisons lead to false optimism in medical machine
learning},
journal = {CoRR},
volume = {abs/1707.06289},
year = {2017},
url = {http://arxiv.org/abs/1707.06289},
eprinttype = {arXiv},
eprint = {1707.06289},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DeMasiKR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-01323,
author = {Eric Jonas and
Monica G. Bobra and
Vaishaal Shankar and
J. Todd Hoeksema and
Benjamin Recht},
title = {Flare Prediction Using Photospheric and Coronal Image Data},
journal = {CoRR},
volume = {abs/1708.01323},
year = {2017},
url = {http://arxiv.org/abs/1708.01323},
eprinttype = {arXiv},
eprint = {1708.01323},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-01323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-10203,
author = {Stephen Tu and
Ross Boczar and
Benjamin Recht},
title = {On the Approximation of Toeplitz Operators for Nonparametric {\textdollar}{\textbackslash}mathcal\{H\}{\_}{\textbackslash}infty{\textdollar}-norm
Estimation},
journal = {CoRR},
volume = {abs/1709.10203},
year = {2017},
url = {http://arxiv.org/abs/1709.10203},
eprinttype = {arXiv},
eprint = {1709.10203},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-10203.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-01688,
author = {Sarah Dean and
Horia Mania and
Nikolai Matni and
Benjamin Recht and
Stephen Tu},
title = {On the Sample Complexity of the Linear Quadratic Regulator},
journal = {CoRR},
volume = {abs/1710.01688},
year = {2017},
url = {http://arxiv.org/abs/1710.01688},
eprinttype = {arXiv},
eprint = {1710.01688},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-01688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-07406,
author = {Jason D. Lee and
Ioannis Panageas and
Georgios Piliouras and
Max Simchowitz and
Michael I. Jordan and
Benjamin Recht},
title = {First-order Methods Almost Always Avoid Saddle Points},
journal = {CoRR},
volume = {abs/1710.07406},
year = {2017},
url = {http://arxiv.org/abs/1710.07406},
eprinttype = {arXiv},
eprint = {1710.07406},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-07406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-09342,
author = {Ian Bolliger and
Tamma Carleton and
Solomon Hsiang and
Jonathan Kadish and
Jonathan Proctor and
Benjamin Recht and
Esther Rolf and
Vaishaal Shankar},
title = {Ground Control to Major Tom: the importance of field surveys in remotely
sensed data analysis},
journal = {CoRR},
volume = {abs/1710.09342},
year = {2017},
url = {http://arxiv.org/abs/1710.09342},
eprinttype = {arXiv},
eprint = {1710.09342},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-09342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-05635,
author = {Orianna Demasi and
Benjamin Recht},
title = {An example of how false conclusions could be made with personalized
health tracking and suggestions for avoiding similar situations},
journal = {CoRR},
volume = {abs/1711.05635},
year = {2017},
url = {http://arxiv.org/abs/1711.05635},
eprinttype = {arXiv},
eprint = {1711.05635},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-05635.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-08642,
author = {Stephen Tu and
Benjamin Recht},
title = {Least-Squares Temporal Difference Learning for the Linear Quadratic
Regulator},
journal = {CoRR},
volume = {abs/1712.08642},
year = {2017},
url = {http://arxiv.org/abs/1712.08642},
eprinttype = {arXiv},
eprint = {1712.08642},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-08642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/LessardRP16,
author = {Laurent Lessard and
Benjamin Recht and
Andrew K. Packard},
title = {Analysis and Design of Optimization Algorithms via Integral Quadratic
Constraints},
journal = {{SIAM} J. Optim.},
volume = {26},
number = {1},
pages = {57--95},
year = {2016},
url = {https://doi.org/10.1137/15M1009597},
doi = {10.1137/15M1009597},
timestamp = {Fri, 30 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/LessardRP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/LeeSJR16,
author = {Jason D. Lee and
Max Simchowitz and
Michael I. Jordan and
Benjamin Recht},
editor = {Vitaly Feldman and
Alexander Rakhlin and
Ohad Shamir},
title = {Gradient Descent Only Converges to Minimizers},
booktitle = {Proceedings of the 29th Conference on Learning Theory, {COLT} 2016,
New York, USA, June 23-26, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {49},
pages = {1246--1257},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v49/lee16.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/colt/LeeSJR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SimchowitzJR16,
author = {Max Simchowitz and
Kevin G. Jamieson and
Benjamin Recht},
editor = {Vitaly Feldman and
Alexander Rakhlin and
Ohad Shamir},
title = {Best-of-K-bandits},
booktitle = {Proceedings of the 29th Conference on Learning Theory, {COLT} 2016,
New York, USA, June 23-26, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {49},
pages = {1440--1489},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v49/simchowitz16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/SimchowitzJR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TuBSSR16,
author = {Stephen Tu and
Ross Boczar and
Max Simchowitz and
Mahdi Soltanolkotabi and
Ben Recht},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Low-rank Solutions of Linear Matrix Equations via Procrustes Flow},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {964--973},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/tu16.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TuBSSR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HardtRS16,
author = {Moritz Hardt and
Ben Recht and
Yoram Singer},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Train faster, generalize better: Stability of stochastic gradient
descent},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {1225--1234},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/hardt16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HardtRS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JamiesonHR16,
author = {Kevin G. Jamieson and
Daniel Haas and
Benjamin Recht},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {The Power of Adaptivity in Identifying Statistical Alternatives},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {775--783},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/98b297950041a42470269d56260243a1-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/JamiesonHR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nsdi/VenkataramanYFR16,
author = {Shivaram Venkataraman and
Zongheng Yang and
Michael J. Franklin and
Benjamin Recht and
Ion Stoica},
editor = {Katerina J. Argyraki and
Rebecca Isaacs},
title = {Ernest: Efficient Performance Prediction for Large-Scale Advanced
Analytics},
booktitle = {13th {USENIX} Symposium on Networked Systems Design and Implementation,
{NSDI} 2016, Santa Clara, CA, USA, March 16-18, 2016},
pages = {363--378},
publisher = {{USENIX} Association},
year = {2016},
url = {https://www.usenix.org/conference/nsdi16/technical-sessions/presentation/venkataraman},
timestamp = {Tue, 02 Feb 2021 08:05:49 +0100},
biburl = {https://dblp.org/rec/conf/nsdi/VenkataramanYFR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wh/DemasiAR16,
author = {Orianna Demasi and
Adri{\'{a}}n Aguilera and
Benjamin Recht},
title = {Detecting change in depressive symptoms from daily wellbeing questions,
personality, and activity},
booktitle = {2016 {IEEE} Wireless Health, {WH} 2016, Bethesda, MD, USA, October
25-27, 2016},
pages = {22--29},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/WH.2016.7764552},
doi = {10.1109/WH.2016.7764552},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wh/DemasiAR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeeSJR16,
author = {Jason D. Lee and
Max Simchowitz and
Michael I. Jordan and
Benjamin Recht},
title = {Gradient Descent Converges to Minimizers},
journal = {CoRR},
volume = {abs/1602.04915},
year = {2016},
url = {http://arxiv.org/abs/1602.04915},
eprinttype = {arXiv},
eprint = {1602.04915},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeeSJR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TuRVR16,
author = {Stephen Tu and
Rebecca Roelofs and
Shivaram Venkataraman and
Benjamin Recht},
title = {Large Scale Kernel Learning using Block Coordinate Descent},
journal = {CoRR},
volume = {abs/1602.05310},
year = {2016},
url = {http://arxiv.org/abs/1602.05310},
eprinttype = {arXiv},
eprint = {1602.05310},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TuRVR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SimchowitzJR16,
author = {Max Simchowitz and
Kevin G. Jamieson and
Benjamin Recht},
title = {Best-of-K Bandits},
journal = {CoRR},
volume = {abs/1603.02752},
year = {2016},
url = {http://arxiv.org/abs/1603.02752},
eprinttype = {arXiv},
eprint = {1603.02752},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SimchowitzJR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ManiaRWJR16,
author = {Horia Mania and
Aaditya Ramdas and
Martin J. Wainwright and
Michael I. Jordan and
Benjamin Recht},
title = {Universality of Mallows' and degeneracy of Kendall's kernels for rankings},
journal = {CoRR},
volume = {abs/1603.08035},
year = {2016},
url = {http://arxiv.org/abs/1603.08035},
eprinttype = {arXiv},
eprint = {1603.08035},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ManiaRWJR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JamiesonHR16,
author = {Kevin G. Jamieson and
Daniel Haas and
Benjamin Recht},
title = {On the Detection of Mixture Distributions with applications to the
Most Biased Coin Problem},
journal = {CoRR},
volume = {abs/1603.08037},
year = {2016},
url = {http://arxiv.org/abs/1603.08037},
eprinttype = {arXiv},
eprint = {1603.08037},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JamiesonHR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PanLTPZJRRR16,
author = {Xinghao Pan and
Maximilian Lam and
Stephen Tu and
Dimitris S. Papailiopoulos and
Ce Zhang and
Michael I. Jordan and
Kannan Ramchandran and
Christopher R{\'{e}} and
Benjamin Recht},
title = {{CYCLADES:} Conflict-free Asynchronous Machine Learning},
journal = {CoRR},
volume = {abs/1605.09721},
year = {2016},
url = {http://arxiv.org/abs/1605.09721},
eprinttype = {arXiv},
eprint = {1605.09721},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/PanLTPZJRRR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HardtMR16,
author = {Moritz Hardt and
Tengyu Ma and
Benjamin Recht},
title = {Gradient Descent Learns Linear Dynamical Systems},
journal = {CoRR},
volume = {abs/1609.05191},
year = {2016},
url = {http://arxiv.org/abs/1609.05191},
eprinttype = {arXiv},
eprint = {1609.05191},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HardtMR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SparksVKFR16,
author = {Evan R. Sparks and
Shivaram Venkataraman and
Tomer Kaftan and
Michael J. Franklin and
Benjamin Recht},
title = {KeystoneML: Optimizing Pipelines for Large-Scale Advanced Analytics},
journal = {CoRR},
volume = {abs/1610.09451},
year = {2016},
url = {http://arxiv.org/abs/1610.09451},
eprinttype = {arXiv},
eprint = {1610.09451},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SparksVKFR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WilsonRJ16,
author = {Ashia C. Wilson and
Benjamin Recht and
Michael I. Jordan},
title = {A Lyapunov Analysis of Momentum Methods in Optimization},
journal = {CoRR},
volume = {abs/1611.02635},
year = {2016},
url = {http://arxiv.org/abs/1611.02635},
eprinttype = {arXiv},
eprint = {1611.02635},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WilsonRJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangBHRV16,
author = {Chiyuan Zhang and
Samy Bengio and
Moritz Hardt and
Benjamin Recht and
Oriol Vinyals},
title = {Understanding deep learning requires rethinking generalization},
journal = {CoRR},
volume = {abs/1611.03530},
year = {2016},
url = {http://arxiv.org/abs/1611.03530},
eprinttype = {arXiv},
eprint = {1611.03530},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangBHRV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Lopez-PazMR15,
author = {David Lopez{-}Paz and
Krikamol Muandet and
Benjamin Recht},
title = {The Randomized Causation Coefficient},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {2901--2907},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2912092},
doi = {10.5555/2789272.2912092},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Lopez-PazMR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/TangBR15,
author = {Gongguo Tang and
Badri Narayan Bhaskar and
Benjamin Recht},
title = {Near Minimax Line Spectral Estimation},
journal = {{IEEE} Trans. Inf. Theory},
volume = {61},
number = {1},
pages = {499--512},
year = {2015},
url = {https://doi.org/10.1109/TIT.2014.2368122},
doi = {10.1109/TIT.2014.2368122},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/TangBR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/SchiebingerRR15,
author = {Geoffrey Schiebinger and
Elina Robeva and
Benjamin Recht},
title = {Superresolution without separation},
booktitle = {6th {IEEE} International Workshop on Computational Advances in Multi-Sensor
Adaptive Processing, {CAMSAP} 2015, Cancun, Mexico, December 13-16,
2015},
pages = {45--48},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CAMSAP.2015.7383732},
doi = {10.1109/CAMSAP.2015.7383732},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/camsap/SchiebingerRR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/BoydSR15,
author = {Nicholas Boyd and
Geoffrey Schiebinger and
Benjamin Recht},
title = {The alternating descent conditional gradient method for sparse inverse
problems},
booktitle = {6th {IEEE} International Workshop on Computational Advances in Multi-Sensor
Adaptive Processing, {CAMSAP} 2015, Cancun, Mexico, December 13-16,
2015},
pages = {57--60},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CAMSAP.2015.7383735},
doi = {10.1109/CAMSAP.2015.7383735},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/camsap/BoydSR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/BoczarLR15,
author = {Ross Boczar and
Laurent Lessard and
Benjamin Recht},
title = {Exponential convergence bounds using integral quadratic constraints},
booktitle = {54th {IEEE} Conference on Decision and Control, {CDC} 2015, Osaka,
Japan, December 15-18, 2015},
pages = {7516--7521},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CDC.2015.7403406},
doi = {10.1109/CDC.2015.7403406},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/cdc/BoczarLR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NishiharaLRPJ15,
author = {Robert Nishihara and
Laurent Lessard and
Benjamin Recht and
Andrew K. Packard and
Michael I. Jordan},
editor = {Francis R. Bach and
David M. Blei},
title = {A General Analysis of the Convergence of {ADMM}},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {343--352},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/nishihara15.html},
timestamp = {Fri, 30 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NishiharaLRPJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PanPORRJ15,
author = {Xinghao Pan and
Dimitris S. Papailiopoulos and
Samet Oymak and
Benjamin Recht and
Kannan Ramchandran and
Michael I. Jordan},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Parallel Correlation Clustering on Big Graphs},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {82--90},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/b53b3a3d6ab90ce0268229151c9bde11-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PanPORRJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NishiharaLRPJ15,
author = {Robert Nishihara and
Laurent Lessard and
Benjamin Recht and
Andrew K. Packard and
Michael I. Jordan},
title = {A General Analysis of the Convergence of {ADMM}},
journal = {CoRR},
volume = {abs/1502.02009},
year = {2015},
url = {http://arxiv.org/abs/1502.02009},
eprinttype = {arXiv},
eprint = {1502.02009},
timestamp = {Fri, 30 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NishiharaLRPJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BoczarLR15,
author = {Ross Boczar and
Laurent Lessard and
Benjamin Recht},
title = {Exponential Convergence Bounds using Integral Quadratic Constraints},
journal = {CoRR},
volume = {abs/1503.07222},
year = {2015},
url = {http://arxiv.org/abs/1503.07222},
eprinttype = {arXiv},
eprint = {1503.07222},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BoczarLR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SchiebingerRR15,
author = {Geoffrey Schiebinger and
Elina Robeva and
Benjamin Recht},
title = {Superresolution without Separation},
journal = {CoRR},
volume = {abs/1506.03144},
year = {2015},
url = {http://arxiv.org/abs/1506.03144},
eprinttype = {arXiv},
eprint = {1506.03144},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SchiebingerRR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OymakRS15,
author = {Samet Oymak and
Benjamin Recht and
Mahdi Soltanolkotabi},
title = {Isometric sketching of any set via the Restricted Isometry Property},
journal = {CoRR},
volume = {abs/1506.03521},
year = {2015},
url = {http://arxiv.org/abs/1506.03521},
eprinttype = {arXiv},
eprint = {1506.03521},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OymakRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OymakRS15a,
author = {Samet Oymak and
Benjamin Recht and
Mahdi Soltanolkotabi},
title = {Sharp Time-Data Tradeoffs for Linear Inverse Problems},
journal = {CoRR},
volume = {abs/1507.04793},
year = {2015},
url = {http://arxiv.org/abs/1507.04793},
eprinttype = {arXiv},
eprint = {1507.04793},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OymakRS15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PanPORRJ15,
author = {Xinghao Pan and
Dimitris S. Papailiopoulos and
Samet Oymak and
Benjamin Recht and
Kannan Ramchandran and
Michael I. Jordan},
title = {Parallel Correlation Clustering on Big Graphs},
journal = {CoRR},
volume = {abs/1507.05086},
year = {2015},
url = {http://arxiv.org/abs/1507.05086},
eprinttype = {arXiv},
eprint = {1507.05086},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PanPORRJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ManiaPPRRJ15,
author = {Horia Mania and
Xinghao Pan and
Dimitris S. Papailiopoulos and
Benjamin Recht and
Kannan Ramchandran and
Michael I. Jordan},
title = {Perturbed Iterate Analysis for Asynchronous Stochastic Optimization},
journal = {CoRR},
volume = {abs/1507.06970},
year = {2015},
url = {http://arxiv.org/abs/1507.06970},
eprinttype = {arXiv},
eprint = {1507.06970},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ManiaPPRRJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HardtRS15,
author = {Moritz Hardt and
Benjamin Recht and
Yoram Singer},
title = {Train faster, generalize better: Stability of stochastic gradient
descent},
journal = {CoRR},
volume = {abs/1509.01240},
year = {2015},
url = {http://arxiv.org/abs/1509.01240},
eprinttype = {arXiv},
eprint = {1509.01240},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HardtRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OymakR15,
author = {Samet Oymak and
Ben Recht},
title = {Near-Optimal Bounds for Binary Embeddings of Arbitrary Sets},
journal = {CoRR},
volume = {abs/1512.04433},
year = {2015},
url = {http://arxiv.org/abs/1512.04433},
eprinttype = {arXiv},
eprint = {1512.04433},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OymakR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/AravkinKMRH14,
author = {Aleksandr Y. Aravkin and
Rajiv Kumar and
Hassan Mansour and
Ben Recht and
Felix J. Herrmann},
title = {Fast Methods for Denoising Matrix Completion Formulations, with Applications
to Robust Seismic Data Interpolation},
journal = {{SIAM} J. Sci. Comput.},
volume = {36},
number = {5},
year = {2014},
url = {https://doi.org/10.1137/130919210},
doi = {10.1137/130919210},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/AravkinKMRH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/AhmedRR14,
author = {Ali Ahmed and
Benjamin Recht and
Justin K. Romberg},
title = {Blind Deconvolution Using Convex Programming},
journal = {{IEEE} Trans. Inf. Theory},
volume = {60},
number = {3},
pages = {1711--1732},
year = {2014},
url = {https://doi.org/10.1109/TIT.2013.2294644},
doi = {10.1109/TIT.2013.2294644},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/AhmedRR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/TangSBR14,
author = {Gongguo Tang and
Parikshit Shah and
Badri Narayan Bhaskar and
Benjamin Recht},
editor = {Michael B. Matthews},
title = {Robust line spectral estimation},
booktitle = {48th Asilomar Conference on Signals, Systems and Computers, {ACSSC}
2014, Pacific Grove, CA, USA, November 2-5, 2014},
pages = {301--305},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ACSSC.2014.7094450},
doi = {10.1109/ACSSC.2014.7094450},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/acssc/TangSBR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BandeiraMR14,
author = {Afonso S. Bandeira and
Dustin G. Mixon and
Benjamin Recht},
title = {Compressive classification and the rare eclipse problem},
journal = {CoRR},
volume = {abs/1404.3203},
year = {2014},
url = {http://arxiv.org/abs/1404.3203},
eprinttype = {arXiv},
eprint = {1404.3203},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BandeiraMR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LessardRP14,
author = {Laurent Lessard and
Benjamin Recht and
Andrew K. Packard},
title = {Analysis and Design of Optimization Algorithms via Integral Quadratic
Constraints},
journal = {CoRR},
volume = {abs/1408.3595},
year = {2014},
url = {http://arxiv.org/abs/1408.3595},
eprinttype = {arXiv},
eprint = {1408.3595},
timestamp = {Fri, 30 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LessardRP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/CandesR13,
author = {Emmanuel J. Cand{\`{e}}s and
Benjamin Recht},
title = {Simple bounds for recovering low-complexity models},
journal = {Math. Program.},
volume = {141},
number = {1-2},
pages = {577--589},
year = {2013},
url = {https://doi.org/10.1007/s10107-012-0540-0},
doi = {10.1007/S10107-012-0540-0},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/CandesR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mpc/RechtR13,
author = {Benjamin Recht and
Christopher R{\'{e}}},
title = {Parallel stochastic gradient algorithms for large-scale matrix completion},
journal = {Math. Program. Comput.},
volume = {5},
number = {2},
pages = {201--226},
year = {2013},
url = {https://doi.org/10.1007/s12532-013-0053-8},
doi = {10.1007/S12532-013-0053-8},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mpc/RechtR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/TangBSR13,
author = {Gongguo Tang and
Badri Narayan Bhaskar and
Parikshit Shah and
Benjamin Recht},
title = {Compressed Sensing Off the Grid},
journal = {{IEEE} Trans. Inf. Theory},
volume = {59},
number = {11},
pages = {7465--7490},
year = {2013},
url = {https://doi.org/10.1109/TIT.2013.2277451},
doi = {10.1109/TIT.2013.2277451},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/TangBSR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BarmanLDR13,
author = {Siddharth Barman and
Xishuo Liu and
Stark C. Draper and
Benjamin Recht},
title = {Decomposition Methods for Large Scale {LP} Decoding},
journal = {{IEEE} Trans. Inf. Theory},
volume = {59},
number = {12},
pages = {7870--7886},
year = {2013},
url = {https://doi.org/10.1109/TIT.2013.2281372},
doi = {10.1109/TIT.2013.2281372},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/BarmanLDR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/BhaskarTR13,
author = {Badri Narayan Bhaskar and
Gongguo Tang and
Benjamin Recht},
title = {Atomic Norm Denoising With Applications to Line Spectral Estimation},
journal = {{IEEE} Trans. Signal Process.},
volume = {61},
number = {23},
pages = {5987--5999},
year = {2013},
url = {https://doi.org/10.1109/TSP.2013.2273443},
doi = {10.1109/TSP.2013.2273443},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/BhaskarTR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/TangBR13,
author = {Gongguo Tang and
Badri Narayan Bhaskar and
Benjamin Recht},
editor = {Michael B. Matthews},
title = {Sparse recovery over continuous dictionaries-just discretize},
booktitle = {2013 Asilomar Conference on Signals, Systems and Computers, Pacific
Grove, CA, USA, November 3-6, 2013},
pages = {1043--1047},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ACSSC.2013.6810450},
doi = {10.1109/ACSSC.2013.6810450},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/acssc/TangBR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/TangBR13,
author = {Gongguo Tang and
Badri Narayan Bhaskar and
Benjamin Recht},
title = {Near minimax line spectral estimation},
booktitle = {47th Annual Conference on Information Sciences and Systems, {CISS}
2013, Baltimore, MD, USA, March 20-22, 2013},
pages = {1--6},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CISS.2013.6552292},
doi = {10.1109/CISS.2013.6552292},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/ciss/TangBR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-4886,
author = {Aleksandr Y. Aravkin and
Rajiv Mittal and
Hassan Mansour and
Ben Recht and
Felix J. Herrmann},
title = {An SVD-free Pareto curve approach to rank minimization},
journal = {CoRR},
volume = {abs/1302.4886},
year = {2013},
url = {http://arxiv.org/abs/1302.4886},
eprinttype = {arXiv},
eprint = {1302.4886},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-4886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-4348,
author = {Gongguo Tang and
Badri Narayan Bhaskar and
Benjamin Recht},
title = {Near Minimax Line Spectral Estimation},
journal = {CoRR},
volume = {abs/1303.4348},
year = {2013},
url = {http://arxiv.org/abs/1303.4348},
eprinttype = {arXiv},
eprint = {1303.4348},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-4348.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/CandesR12,
author = {Emmanuel J. Cand{\`{e}}s and
Benjamin Recht},
title = {Exact matrix completion via convex optimization},
journal = {Commun. {ACM}},
volume = {55},
number = {6},
pages = {111--119},
year = {2012},
url = {https://doi.org/10.1145/2184319.2184343},
doi = {10.1145/2184319.2184343},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/CandesR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/focm/ChandrasekaranRPW12,
author = {Venkat Chandrasekaran and
Benjamin Recht and
Pablo A. Parrilo and
Alan S. Willsky},
title = {The Convex Geometry of Linear Inverse Problems},
journal = {Found. Comput. Math.},
volume = {12},
number = {6},
pages = {805--849},
year = {2012},
url = {https://doi.org/10.1007/s10208-012-9135-7},
doi = {10.1007/S10208-012-9135-7},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/focm/ChandrasekaranRPW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/TangBSR12,
author = {Gongguo Tang and
Badri Narayan Bhaskar and
Parikshit Shah and
Benjamin Recht},
title = {Compressive sensing off the grid},
booktitle = {50th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2012, Allerton Park {\&} Retreat Center, Monticello,
IL, USA, October 1-5, 2012},
pages = {778--785},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/Allerton.2012.6483297},
doi = {10.1109/ALLERTON.2012.6483297},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/allerton/TangBSR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/LiuDR12,
author = {Xishuo Liu and
Stark C. Draper and
Benjamin Recht},
title = {The l1 penalized decoder and its reweighted {LP}},
booktitle = {50th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2012, Allerton Park {\&} Retreat Center, Monticello,
IL, USA, October 1-5, 2012},
pages = {1572--1579},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/Allerton.2012.6483408},
doi = {10.1109/ALLERTON.2012.6483408},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/allerton/LiuDR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/ShahBTR12,
author = {Parikshit Shah and
Badri Narayan Bhaskar and
Gongguo Tang and
Benjamin Recht},
title = {Linear system identification via atomic norm regularization},
booktitle = {Proceedings of the 51th {IEEE} Conference on Decision and Control,
{CDC} 2012, December 10-13, 2012, Maui, HI, {USA}},
pages = {6265--6270},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CDC.2012.6426006},
doi = {10.1109/CDC.2012.6426006},
timestamp = {Fri, 04 Mar 2022 13:28:47 +0100},
biburl = {https://dblp.org/rec/conf/cdc/ShahBTR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itw/LiuDR12,
author = {Xishuo Liu and
Stark C. Draper and
Benjamin Recht},
title = {Suppressing pseudocodewords by penalizing the objective of {LP} decoding},
booktitle = {2012 {IEEE} Information Theory Workshop, Lausanne, Switzerland, September
3-7, 2012},
pages = {367--371},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ITW.2012.6404695},
doi = {10.1109/ITW.2012.6404695},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/itw/LiuDR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RechtRTB12,
author = {Ben Recht and
Christopher R{\'{e}} and
Joel A. Tropp and
Victor Bittorf},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Factoring nonnegative matrices with linear programs},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1223--1231},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/08c5433a60135c32e34f46a71175850c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RechtRTB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JamiesonNR12,
author = {Kevin G. Jamieson and
Robert D. Nowak and
Benjamin Recht},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Query Complexity of Derivative-Free Optimization},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {2681--2689},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/e6d8545daa42d5ced125a4bf747b3688-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JamiesonNR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/FengKRR12,
author = {Xixuan Feng and
Arun Kumar and
Benjamin Recht and
Christopher R{\'{e}}},
editor = {K. Sel{\c{c}}uk Candan and
Yi Chen and
Richard T. Snodgrass and
Luis Gravano and
Ariel Fuxman},
title = {Towards a unified architecture for in-RDBMS analytics},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2012, Scottsdale, AZ, USA, May 20-24, 2012},
pages = {325--336},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2213836.2213874},
doi = {10.1145/2213836.2213874},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/FengKRR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/BalzanoSRN12,
author = {Laura Balzano and
Arthur Szlam and
Benjamin Recht and
Robert D. Nowak},
title = {K-subspaces with missing data},
booktitle = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2012, Ann Arbor,
MI, USA, August 5-8, 2012},
pages = {612--615},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/SSP.2012.6319774},
doi = {10.1109/SSP.2012.6319774},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssp/BalzanoSRN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/woot/FrisbyMRR12,
author = {WesLee Frisby and
Benjamin Moench and
Benjamin Recht and
Thomas Ristenpart},
editor = {Elie Bursztein and
Thomas Dullien},
title = {Security Analysis of Smartphone Point-of-Sale Systems},
booktitle = {6th {USENIX} Workshop on Offensive Technologies, WOOT'12, August 6-7,
2012, Bellevue, WA, USA, Proceedings},
pages = {22--33},
publisher = {{USENIX} Association},
year = {2012},
url = {http://www.usenix.org/conference/woot12/security-analysis-smartphone-point-sale-systems},
timestamp = {Mon, 01 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/woot/FrisbyMRR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RechtR12,
author = {Benjamin Recht and
Christopher R{\'{e}}},
editor = {Shie Mannor and
Nathan Srebro and
Robert C. Williamson},
title = {Toward a Noncommutative Arithmetic-geometric Mean Inequality: Conjectures,
Case-studies, and Consequences},
booktitle = {{COLT} 2012 - The 25th Annual Conference on Learning Theory, June
25-27, 2012, Edinburgh, Scotland},
series = {{JMLR} Proceedings},
volume = {23},
pages = {11.1--11.24},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v23/recht12/recht12.pdf},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RechtR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RaoRN12,
author = {Nikhil Rao and
Ben Recht and
Robert D. Nowak},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Universal Measurement Bounds for Structured Sparse Signal Recovery},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {942--950},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/rao12.html},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RaoRN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-2574,
author = {Xixuan Feng and
Arun Kumar and
Ben Recht and
Christopher R{\'{e}}},
title = {Towards a Unified Architecture for in-RDBMS Analytics},
journal = {CoRR},
volume = {abs/1203.2574},
year = {2012},
url = {http://arxiv.org/abs/1203.2574},
eprinttype = {arXiv},
eprint = {1203.2574},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-2574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-0556,
author = {Siddharth Barman and
Xishuo Liu and
Stark C. Draper and
Benjamin Recht},
title = {Decomposition Methods for Large Scale {LP} Decoding},
journal = {CoRR},
volume = {abs/1204.0556},
year = {2012},
url = {http://arxiv.org/abs/1204.0556},
eprinttype = {arXiv},
eprint = {1204.0556},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-0556.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-0562,
author = {Badri Narayan Bhaskar and
Gongguo Tang and
Benjamin Recht},
title = {Atomic norm denoising with applications to line spectral estimation},
journal = {CoRR},
volume = {abs/1204.0562},
year = {2012},
url = {http://arxiv.org/abs/1204.0562},
eprinttype = {arXiv},
eprint = {1204.0562},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-0562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-0590,
author = {Parikshit Shah and
Badri Narayan Bhaskar and
Gongguo Tang and
Benjamin Recht},
title = {Linear System Identification via Atomic Norm Regularization},
journal = {CoRR},
volume = {abs/1204.0590},
year = {2012},
url = {http://arxiv.org/abs/1204.0590},
eprinttype = {arXiv},
eprint = {1204.0590},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-0590.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-1270,
author = {Victor Bittorf and
Benjamin Recht and
Christopher R{\'{e}} and
Joel A. Tropp},
title = {Factoring nonnegative matrices with linear programs},
journal = {CoRR},
volume = {abs/1206.1270},
year = {2012},
url = {http://arxiv.org/abs/1206.1270},
eprinttype = {arXiv},
eprint = {1206.1270},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-1270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-6053,
author = {Gongguo Tang and
Badri Narayan Bhaskar and
Parikshit Shah and
Benjamin Recht},
title = {Compressed Sensing off the Grid},
journal = {CoRR},
volume = {abs/1207.6053},
year = {2012},
url = {http://arxiv.org/abs/1207.6053},
eprinttype = {arXiv},
eprint = {1207.6053},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-6053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-2434,
author = {Kevin G. Jamieson and
Robert D. Nowak and
Benjamin Recht},
title = {Query Complexity of Derivative-Free Optimization},
journal = {CoRR},
volume = {abs/1209.2434},
year = {2012},
url = {http://arxiv.org/abs/1209.2434},
eprinttype = {arXiv},
eprint = {1209.2434},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-2434.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-5608,
author = {Ali Ahmed and
Benjamin Recht and
Justin K. Romberg},
title = {Blind Deconvolution using Convex Programming},
journal = {CoRR},
volume = {abs/1211.5608},
year = {2012},
url = {http://arxiv.org/abs/1211.5608},
eprinttype = {arXiv},
eprint = {1211.5608},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-5608.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/MangasarianR11,
author = {O. L. Mangasarian and
Benjamin Recht},
title = {Probability of unique integer solution to a system of linear equations},
journal = {Eur. J. Oper. Res.},
volume = {214},
number = {1},
pages = {27--30},
year = {2011},
url = {https://doi.org/10.1016/j.ejor.2011.04.010},
doi = {10.1016/J.EJOR.2011.04.010},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/MangasarianR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Recht11,
author = {Benjamin Recht},
title = {A Simpler Approach to Matrix Completion},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {3413--3430},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2185803},
doi = {10.5555/1953048.2185803},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Recht11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/RechtXH11,
author = {Benjamin Recht and
Weiyu Xu and
Babak Hassibi},
title = {Null space conditions and thresholds for rank minimization},
journal = {Math. Program.},
volume = {127},
number = {1},
pages = {175--202},
year = {2011},
url = {https://doi.org/10.1007/s10107-010-0422-2},
doi = {10.1007/S10107-010-0422-2},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/RechtXH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/BarmanLDR11,
author = {Siddharth Barman and
Xishuo Liu and
Stark C. Draper and
Benjamin Recht},
title = {Decomposition methods for large scale {LP} decoding},
booktitle = {49th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2011, Allerton Park {\&} Retreat Center, Monticello,
IL, USA, 28-30 September, 2011},
pages = {253--260},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/Allerton.2011.6120176},
doi = {10.1109/ALLERTON.2011.6120176},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/allerton/BarmanLDR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/BhaskarR11,
author = {Badri Narayan Bhaskar and
Benjamin Recht},
title = {Atomic norm denoising with applications to line spectral estimation},
booktitle = {49th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2011, Allerton Park {\&} Retreat Center, Monticello,
IL, USA, 28-30 September, 2011},
pages = {261--268},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/Allerton.2011.6120177},
doi = {10.1109/ALLERTON.2011.6120177},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/allerton/BhaskarR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/AndrzejewskiZCR11,
author = {David Andrzejewski and
Xiaojin Zhu and
Mark Craven and
Benjamin Recht},
editor = {Toby Walsh},
title = {A Framework for Incorporating General Domain Knowledge into Latent
Dirichlet Allocation Using First-Order Logic},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {1171--1177},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-200},
doi = {10.5591/978-1-57735-516-8/IJCAI11-200},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/AndrzejewskiZCR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RechtRWN11,
author = {Benjamin Recht and
Christopher R{\'{e}} and
Stephen J. Wright and
Feng Niu},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Hogwild: {A} Lock-Free Approach to Parallelizing Stochastic Gradient
Descent},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {693--701},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/218a0aefd1d1a4be65601cc6ddc1520e-Abstract.html},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RechtRWN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/BartalRS11,
author = {Yair Bartal and
Ben Recht and
Leonard J. Schulman},
editor = {Dana Randall},
title = {Dimensionality reduction: Beyond the Johnson-Lindenstrauss bound},
booktitle = {Proceedings of the Twenty-Second Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2011, San Francisco, California, USA, January 23-25,
2011},
pages = {868--887},
publisher = {{SIAM}},
year = {2011},
url = {https://doi.org/10.1137/1.9781611973082.68},
doi = {10.1137/1.9781611973082.68},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/soda/BartalRS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-1474,
author = {Emmanuel J. Cand{\`{e}}s and
Benjamin Recht},
title = {Simple Bounds for Low-complexity Model Reconstruction},
journal = {CoRR},
volume = {abs/1106.1474},
year = {2011},
url = {http://arxiv.org/abs/1106.1474},
eprinttype = {arXiv},
eprint = {1106.1474},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-1474.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RaoRN11,
author = {Nikhil Rao and
Benjamin Recht and
Robert D. Nowak},
title = {Tight Measurement Bounds for Exact Recovery of Structured Sparse Signals},
journal = {CoRR},
volume = {abs/1106.4355},
year = {2011},
url = {http://arxiv.org/abs/1106.4355},
eprinttype = {arXiv},
eprint = {1106.4355},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RaoRN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-5730,
author = {Feng Niu and
Benjamin Recht and
Christopher R{\'{e}} and
Stephen J. Wright},
title = {HOGWILD!: {A} Lock-Free Approach to Parallelizing Stochastic Gradient
Descent},
journal = {CoRR},
volume = {abs/1106.5730},
year = {2011},
url = {http://arxiv.org/abs/1106.5730},
eprinttype = {arXiv},
eprint = {1106.5730},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-5730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamrev/RechtFP10,
author = {Benjamin Recht and
Maryam Fazel and
Pablo A. Parrilo},
title = {Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear
Norm Minimization},
journal = {{SIAM} Rev.},
volume = {52},
number = {3},
pages = {471--501},
year = {2010},
url = {https://doi.org/10.1137/070697835},
doi = {10.1137/070697835},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamrev/RechtFP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/ChandrasekaranRPW10,
author = {Venkat Chandrasekaran and
Benjamin Recht and
Pablo A. Parrilo and
Alan S. Willsky},
title = {The Convex algebraic geometry of linear inverse problems},
booktitle = {48th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2010, Monticello, IL, USA, September 29 - October 1, 2020},
pages = {699--703},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ALLERTON.2010.5706975},
doi = {10.1109/ALLERTON.2010.5706975},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/allerton/ChandrasekaranRPW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/BalzanoNR10,
author = {Laura Balzano and
Robert Nowak and
Benjamin Recht},
title = {Online identification and tracking of subspaces from highly incomplete
information},
booktitle = {48th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2010, Monticello, IL, USA, September 29 - October 1, 2020},
pages = {704--711},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ALLERTON.2010.5706976},
doi = {10.1109/ALLERTON.2010.5706976},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/allerton/BalzanoNR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/GuptaNR10,
author = {Ankit Gupta and
Robert D. Nowak and
Benjamin Recht},
title = {Sample complexity for 1-bit compressed sensing and sparse classification},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2010,
June 13-18, 2010, Austin, Texas, USA, Proceedings},
pages = {1553--1557},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISIT.2010.5513510},
doi = {10.1109/ISIT.2010.5513510},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/GuptaNR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/BalzanoRN10,
author = {Laura Balzano and
Benjamin Recht and
Robert D. Nowak},
title = {High-dimensional Matched Subspace Detection when data are missing},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2010,
June 13-18, 2010, Austin, Texas, USA, Proceedings},
pages = {1638--1642},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISIT.2010.5513344},
doi = {10.1109/ISIT.2010.5513344},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/BalzanoRN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GoldbergZRXN10,
author = {Andrew B. Goldberg and
Xiaojin Zhu and
Ben Recht and
Jun{-}Ming Xu and
Robert D. Nowak},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Transduction with Matrix Completion: Three Birds with One Stone},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {757--765},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/06409663226af2f3114485aa4e0a23b4-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GoldbergZRXN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeeRSST10,
author = {Jason D. Lee and
Ben Recht and
Ruslan Salakhutdinov and
Nathan Srebro and
Joel A. Tropp},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Practical Large-Scale Optimization for Max-norm Regularization},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {1297--1305},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/9fe8593a8a330607d76796b35c64c600-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LeeRSST10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1002-0852,
author = {Laura Balzano and
Benjamin Recht and
Robert D. Nowak},
title = {High-Dimensional Matched Subspace Detection When Data are Missing},
journal = {CoRR},
volume = {abs/1002.0852},
year = {2010},
url = {http://arxiv.org/abs/1002.0852},
eprinttype = {arXiv},
eprint = {1002.0852},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1002-0852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1006-4046,
author = {Laura Balzano and
Robert D. Nowak and
Benjamin Recht},
title = {Online Identification and Tracking of Subspaces from Highly Incomplete
Information},
journal = {CoRR},
volume = {abs/1006.4046},
year = {2010},
url = {http://arxiv.org/abs/1006.4046},
eprinttype = {arXiv},
eprint = {1006.4046},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1006-4046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/focm/CandesR09,
author = {Emmanuel J. Cand{\`{e}}s and
Benjamin Recht},
title = {Exact Matrix Completion via Convex Optimization},
journal = {Found. Comput. Math.},
volume = {9},
number = {6},
pages = {717--772},
year = {2009},
url = {https://doi.org/10.1007/s10208-009-9045-5},
doi = {10.1007/S10208-009-9045-5},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/focm/CandesR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenGR09,
author = {Yihua Chen and
Maya R. Gupta and
Benjamin Recht},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Learning kernels from indefinite similarities},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {145--152},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553393},
doi = {10.1145/1553374.1553393},
timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenGR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0910-0651,
author = {Benjamin Recht},
title = {A Simpler Approach to Matrix Completion},
journal = {CoRR},
volume = {abs/0910.0651},
year = {2009},
url = {http://arxiv.org/abs/0910.0651},
eprinttype = {arXiv},
eprint = {0910.0651},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0910-0651.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/FazelCRP08,
author = {Maryam Fazel and
Emmanuel J. Cand{\`{e}}s and
Ben Recht and
Pablo A. Parrilo},
title = {Compressed sensing and robust recovery of low rank matrices},
booktitle = {42nd Asilomar Conference on Signals, Systems and Computers, {ACSSC}
2008, Pacific Grove, CA, USA, October 26-29, 2008},
pages = {1043--1047},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ACSSC.2008.5074571},
doi = {10.1109/ACSSC.2008.5074571},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acssc/FazelCRP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/RahimiR08,
author = {Ali Rahimi and
Benjamin Recht},
title = {Uniform approximation of functions with random bases},
booktitle = {46th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2008, Monticello, IL, USA, September 24-26, 2008},
pages = {555--561},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ALLERTON.2008.4797607},
doi = {10.1109/ALLERTON.2008.4797607},
timestamp = {Wed, 22 Nov 2023 08:29:09 +0100},
biburl = {https://dblp.org/rec/conf/allerton/RahimiR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/CandesR08,
author = {Emmanuel J. Cand{\`{e}}s and
Benjamin Recht},
title = {Exact low-rank matrix completion via convex optimization},
booktitle = {46th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2008, Monticello, IL, USA, September 24-26, 2008},
pages = {806--812},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ALLERTON.2008.4797640},
doi = {10.1109/ALLERTON.2008.4797640},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/allerton/CandesR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/RechtXH08,
author = {Benjamin Recht and
Weiyu Xu and
Babak Hassibi},
title = {Necessary and sufficient conditions for success of the nuclear norm
heuristic for rank minimization},
booktitle = {Proceedings of the 47th {IEEE} Conference on Decision and Control,
{CDC} 2008, December 9-11, 2008, Canc{\'{u}}n, Mexico},
pages = {3065--3070},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/CDC.2008.4739332},
doi = {10.1109/CDC.2008.4739332},
timestamp = {Fri, 04 Mar 2022 13:27:23 +0100},
biburl = {https://dblp.org/rec/conf/cdc/RechtXH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/AugustPRRJ08,
author = {Elias August and
Antonis Papachristodoulou and
Benjamin Recht and
Mark Andrew James Roberts and
Ali Jadbabaie},
title = {Determining interconnections in biochemical networks using linear
programming},
booktitle = {Proceedings of the 47th {IEEE} Conference on Decision and Control,
{CDC} 2008, December 9-11, 2008, Canc{\'{u}}n, Mexico},
pages = {3311--3316},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/CDC.2008.4739286},
doi = {10.1109/CDC.2008.4739286},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/AugustPRRJ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RahimiR08,
author = {Ali Rahimi and
Benjamin Recht},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Weighted Sums of Random Kitchen Sinks: Replacing minimization with
randomization in learning},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1313--1320},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/0efe32849d230d7f53049ddc4a4b0c60-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RahimiR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0805-4471,
author = {Emmanuel J. Cand{\`{e}}s and
Benjamin Recht},
title = {Exact Matrix Completion via Convex Optimization},
journal = {CoRR},
volume = {abs/0805.4471},
year = {2008},
url = {http://arxiv.org/abs/0805.4471},
eprinttype = {arXiv},
eprint = {0805.4471},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0805-4471.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/RahimiRD07,
author = {Ali Rahimi and
Ben Recht and
Trevor Darrell},
title = {Learning to Transform Time Series with a Few Examples},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {29},
number = {10},
pages = {1759--1775},
year = {2007},
url = {https://doi.org/10.1109/TPAMI.2007.1001},
doi = {10.1109/TPAMI.2007.1001},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/RahimiRD07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acc/Papachristodoulou07a,
author = {Antonis Papachristodoulou and
Ben Recht},
title = {Determining Interconnections in Chemical Reaction Networks},
booktitle = {American Control Conference, {ACC} 2007, New York, NY, USA, 9-13 July,
2007},
pages = {4872--4877},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ACC.2007.4283084},
doi = {10.1109/ACC.2007.4283084},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acc/Papachristodoulou07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RahimiR07,
author = {Ali Rahimi and
Benjamin Recht},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Random Features for Large-Scale Kernel Machines},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1177--1184},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/013a006f03dbc5392effeb8f18fda755-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RahimiR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ACMace/PattenRI06,
author = {James Patten and
Ben Recht and
Hiroshi Ishii},
editor = {Hiroshi Ishii and
Newton Lee and
St{\'{e}}phane Natkin and
Katsuhide Tsushima},
title = {Interaction techniques for musical performance with tabletop tangible
interfaces},
booktitle = {Proceedings of the International Conference on Advances in Computer
Entertainment Technology, {ACE} 2006, Hollywood, California, USA,
June 14-16, 2006},
pages = {27},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1178823.1178856},
doi = {10.1145/1178823.1178856},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ACMace/PattenRI06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RahimiR06,
author = {Ali Rahimi and
Ben Recht},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Unsupervised Regression with Applications to Nonlinear System Identification},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {1113--1120},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/f0204e1d3ee3e4b05de4e2ddbd39e076-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RahimiR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RahimiRD05,
author = {Ali Rahimi and
Ben Recht and
Trevor Darrell},
title = {Learning Appearance Manifolds from Video},
booktitle = {2005 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2005), 20-26 June 2005, San Diego, CA, {USA}},
pages = {868--875},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CVPR.2005.204},
doi = {10.1109/CVPR.2005.204},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/RahimiRD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/RechtD04,
author = {Benjamin Recht and
Raffaello D'Andrea},
title = {Distributed control of systems over discrete Groups},
journal = {{IEEE} Trans. Autom. Control.},
volume = {49},
number = {9},
pages = {1446--1452},
year = {2004},
url = {https://doi.org/10.1109/TAC.2004.834122},
doi = {10.1109/TAC.2004.834122},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/RechtD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/RechtD03,
author = {Ben Recht and
Raffaello D'Andrea},
title = {Exploiting symmetry for the distributed control of spatially interconnected
systems},
booktitle = {42nd {IEEE} Conference on Decision and Control, {CDC} 2003, Maui,
Hawaii, USA, December 9-12, 2003},
pages = {598--603},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/CDC.2003.1272629},
doi = {10.1109/CDC.2003.1272629},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdc/RechtD03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nime/PattenRI02,
author = {James Patten and
Ben Recht and
Hiroshi Ishii},
editor = {Eoin Brazil},
title = {Audiopad: {A} Tag-based Interface for Musical Performance},
booktitle = {New Interfaces for Musical Expression, NIME-02, Proceedings, Dublin,
Ireland, May 24-26, 2002},
pages = {11--16},
publisher = {Media Lab Europe},
year = {2002},
url = {https://doi.org/10.5281/zenodo.1176458},
doi = {10.5281/ZENODO.1176458},
timestamp = {Tue, 04 Apr 2023 16:52:05 +0200},
biburl = {https://dblp.org/rec/conf/nime/PattenRI02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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