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ORCIDBibTeX records: Daniel Sheldon
@inproceedings{DBLP:conf/aaai/PerezMS24,
author = {Gustavo P{\'{e}}rez and
Subhransu Maji and
Daniel Sheldon},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {DISCount: Counting in Large Image Collections with Detector-Based
Importance Sampling},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {22294--22302},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30235},
doi = {10.1609/AAAI.V38I20.30235},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PerezMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07797,
author = {Miguel Fuentes and
Brett Mullins and
Ryan McKenna and
Gerome Miklau and
Daniel Sheldon},
title = {Joint Selection: Adaptively Incorporating Public Information for Private
Synthetic Data},
journal = {CoRR},
volume = {abs/2403.07797},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07797},
doi = {10.48550/ARXIV.2403.07797},
eprinttype = {arXiv},
eprint = {2403.07797},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BurroniTDS23,
author = {Javier Burroni and
Kenta Takatsu and
Justin Domke and
Daniel Sheldon},
title = {U-Statistics for Importance-Weighted Variational Inference},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=oXmwAPlbVw},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BurroniTDS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LaiBGS23,
author = {Jinlin Lai and
Javier Burroni and
Hui Guan and
Daniel Sheldon},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Automatically marginalized {MCMC} in probabilistic programming},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {18301--18318},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/lai23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/LaiBGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00564,
author = {Jinlin Lai and
Javier Burroni and
Hui Guan and
Daniel Sheldon},
title = {Automatically Marginalized {MCMC} in Probabilistic Programming},
journal = {CoRR},
volume = {abs/2302.00564},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00564},
doi = {10.48550/ARXIV.2302.00564},
eprinttype = {arXiv},
eprint = {2302.00564},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00564.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-13918,
author = {Javier Burroni and
Kenta Takatsu and
Justin Domke and
Daniel Sheldon},
title = {U-Statistics for Importance-Weighted Variational Inference},
journal = {CoRR},
volume = {abs/2302.13918},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.13918},
doi = {10.48550/ARXIV.2302.13918},
eprinttype = {arXiv},
eprint = {2302.13918},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-13918.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-06803,
author = {Javier Burroni and
Justin Domke and
Daniel Sheldon},
title = {Sample Average Approximation for Black-Box {VI}},
journal = {CoRR},
volume = {abs/2304.06803},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.06803},
doi = {10.48550/ARXIV.2304.06803},
eprinttype = {arXiv},
eprint = {2304.06803},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-06803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14451,
author = {Mohit Yadav and
Daniel Sheldon and
Cameron Musco},
title = {Kernel Interpolation with Sparse Grids},
journal = {CoRR},
volume = {abs/2305.14451},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14451},
doi = {10.48550/ARXIV.2305.14451},
eprinttype = {arXiv},
eprint = {2305.14451},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03151,
author = {Gustavo P{\'{e}}rez and
Subhransu Maji and
Daniel Sheldon},
title = {DISCount: Counting in Large Image Collections with Detector-Based
Importance Sampling},
journal = {CoRR},
volume = {abs/2306.03151},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03151},
doi = {10.48550/ARXIV.2306.03151},
eprinttype = {arXiv},
eprint = {2306.03151},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-05287,
author = {Gustavo P{\'{e}}rez and
Daniel Sheldon and
Grant Van Horn and
Subhransu Maji},
title = {Human in-the-Loop Estimation of Cluster Count in Datasets via Similarity-Driven
Nested Importance Sampling},
journal = {CoRR},
volume = {abs/2312.05287},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.05287},
doi = {10.48550/ARXIV.2312.05287},
eprinttype = {arXiv},
eprint = {2312.05287},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-05287.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/McKennaMSM22,
author = {Ryan McKenna and
Brett Mullins and
Daniel Sheldon and
Gerome Miklau},
title = {{AIM:} An Adaptive and Iterative Mechanism for Differentially Private
Synthetic Data},
journal = {Proc. {VLDB} Endow.},
volume = {15},
number = {11},
pages = {2599--2612},
year = {2022},
url = {https://www.vldb.org/pvldb/vol15/p2599-mckenna.pdf},
doi = {10.14778/3551793.3551817},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/McKennaMSM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LaiDS22,
author = {Jinlin Lai and
Justin Domke and
Daniel Sheldon},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Variational Marginal Particle Filters},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {875--895},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/lai22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LaiDS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FerrandoWS22,
author = {Cecilia Ferrando and
Shufan Wang and
Daniel Sheldon},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Parametric Bootstrap for Differentially Private Confidence Intervals},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {1598--1618},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/ferrando22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/FerrandoWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YadavSM22,
author = {Mohit Yadav and
Daniel R. Sheldon and
Cameron Musco},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Kernel Interpolation with Sparse Grids},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/903c5eb12f2389c4847574df90503d63-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YadavSM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12677,
author = {Ryan McKenna and
Brett Mullins and
Daniel Sheldon and
Gerome Miklau},
title = {{AIM:} An Adaptive and Iterative Mechanism for Differentially Private
Synthetic Data},
journal = {CoRR},
volume = {abs/2201.12677},
year = {2022},
url = {https://arxiv.org/abs/2201.12677},
eprinttype = {arXiv},
eprint = {2201.12677},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/crossroads/ChengMS21,
author = {Zezhou Cheng and
Subhransu Maji and
Daniel Sheldon},
title = {{AI} for conservation: learning to track birds with radar},
journal = {{XRDS}},
volume = {27},
number = {4},
pages = {26--29},
year = {2021},
url = {https://doi.org/10.1145/3466859},
doi = {10.1145/3466859},
timestamp = {Thu, 22 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/crossroads/ChengMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpc/McKennaMS21,
author = {Ryan McKenna and
Gerome Miklau and
Daniel Sheldon},
title = {Winning the {NIST} Contest: {A} scalable and general approach to differentially
private synthetic data},
journal = {J. Priv. Confidentiality},
volume = {11},
number = {3},
year = {2021},
url = {https://doi.org/10.29012/jpc.778},
doi = {10.29012/JPC.778},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jpc/McKennaMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YadavSM21,
author = {Mohit Yadav and
Daniel Sheldon and
Cameron Musco},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Faster Kernel Interpolation for Gaussian Processes},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {2971--2979},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/yadav21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YadavSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/GuLS0B21,
author = {Cheng Gu and
Erik G. Learned{-}Miller and
Daniel Sheldon and
Guillermo Gallego and
Pia Bideau},
title = {The Spatio-Temporal Poisson Point Process: {A} Simple Model for the
Alignment of Event Camera Data},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {13475--13484},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.01324},
doi = {10.1109/ICCV48922.2021.01324},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/GuLS0B21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/McKennaPSM21,
author = {Ryan McKenna and
Siddhant Pradhan and
Daniel Sheldon and
Gerome Miklau},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Relaxed Marginal Consistency for Differentially Private Query Answering},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {20696--20707},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/acb55f9af76808c5fd5522dcdb519fde-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/McKennaPSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShankarS21,
author = {Shiv Shankar and
Daniel Sheldon},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Sibling Regression for Generalized Linear Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {781--795},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_48},
doi = {10.1007/978-3-030-86520-7\_48},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ShankarS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-00074,
author = {Shiv Shankar and
Daniel Sheldon and
Tao Sun and
John Pickering and
Thomas G. Dietterich},
title = {Three-quarter Sibling Regression for Denoising Observational Data},
journal = {CoRR},
volume = {abs/2101.00074},
year = {2021},
url = {https://arxiv.org/abs/2101.00074},
eprinttype = {arXiv},
eprint = {2101.00074},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-00074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-11751,
author = {Mohit Yadav and
Daniel Sheldon and
Cameron Musco},
title = {Faster Kernel Interpolation for Gaussian Processes},
journal = {CoRR},
volume = {abs/2101.11751},
year = {2021},
url = {https://arxiv.org/abs/2101.11751},
eprinttype = {arXiv},
eprint = {2101.11751},
timestamp = {Sun, 31 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-11751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06887,
author = {Cheng Gu and
Erik G. Learned{-}Miller and
Daniel Sheldon and
Guillermo Gallego and
Pia Bideau},
title = {The Spatio-Temporal Poisson Point Process: {A} Simple Model for the
Alignment of Event Camera Data},
journal = {CoRR},
volume = {abs/2106.06887},
year = {2021},
url = {https://arxiv.org/abs/2106.06887},
eprinttype = {arXiv},
eprint = {2106.06887},
timestamp = {Fri, 18 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-01338,
author = {Shiv Shankar and
Daniel Sheldon},
title = {Sibling Regression for Generalized Linear Models},
journal = {CoRR},
volume = {abs/2107.01338},
year = {2021},
url = {https://arxiv.org/abs/2107.01338},
eprinttype = {arXiv},
eprint = {2107.01338},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-01338.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-04978,
author = {Ryan McKenna and
Gerome Miklau and
Daniel Sheldon},
title = {Winning the {NIST} Contest: {A} scalable and general approach to differentially
private synthetic data},
journal = {CoRR},
volume = {abs/2108.04978},
year = {2021},
url = {https://arxiv.org/abs/2108.04978},
eprinttype = {arXiv},
eprint = {2108.04978},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-04978.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-06153,
author = {Ryan McKenna and
Siddhant Pradhan and
Daniel Sheldon and
Gerome Miklau},
title = {Relaxed Marginal Consistency for Differentially Private Query Answering},
journal = {CoRR},
volume = {abs/2109.06153},
year = {2021},
url = {https://arxiv.org/abs/2109.06153},
eprinttype = {arXiv},
eprint = {2109.06153},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-06153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-15134,
author = {Jinlin Lai and
Daniel Sheldon and
Justin Domke},
title = {Variational Marginal Particle Filters},
journal = {CoRR},
volume = {abs/2109.15134},
year = {2021},
url = {https://arxiv.org/abs/2109.15134},
eprinttype = {arXiv},
eprint = {2109.15134},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-15134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChengGBSMLW20,
author = {Zezhou Cheng and
Saadia Gabriel and
Pankaj Bhambhani and
Daniel Sheldon and
Subhransu Maji and
Andrew Laughlin and
David Winkler},
title = {Detecting and Tracking Communal Bird Roosts in Weather Radar Data},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {378--385},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i01.5373},
doi = {10.1609/AAAI.V34I01.5373},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChengGBSMLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001SD20,
author = {Abhinav Agrawal and
Daniel Sheldon and
Justin Domke},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Advances in Black-Box {VI:} Normalizing Flows, Importance Weighting,
and Optimization},
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/c91e3483cf4f90057d02aa492d2b25b1-Abstract.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/0001SD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/McKennaS20,
author = {Ryan McKenna and
Daniel Sheldon},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Permute-and-Flip: {A} new mechanism for differentially private selection},
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/01e00f2f4bfcbb7505cb641066f2859b-Abstract.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/McKennaS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12819,
author = {Zezhou Cheng and
Saadia Gabriel and
Pankaj Bhambhani and
Daniel Sheldon and
Subhransu Maji and
Andrew Laughlin and
David Winkler},
title = {Detecting and Tracking Communal Bird Roosts in Weather Radar Data},
journal = {CoRR},
volume = {abs/2004.12819},
year = {2020},
url = {https://arxiv.org/abs/2004.12819},
eprinttype = {arXiv},
eprint = {2004.12819},
timestamp = {Wed, 29 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12819.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07749,
author = {Cecilia Ferrando and
Shufan Wang and
Daniel Sheldon},
title = {General-Purpose Differentially-Private Confidence Intervals},
journal = {CoRR},
volume = {abs/2006.07749},
year = {2020},
url = {https://arxiv.org/abs/2006.07749},
eprinttype = {arXiv},
eprint = {2006.07749},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07749.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10343,
author = {Abhinav Agrawal and
Daniel Sheldon and
Justin Domke},
title = {Advances in Black-Box {VI:} Normalizing Flows, Importance Weighting,
and Optimization},
journal = {CoRR},
volume = {abs/2006.10343},
year = {2020},
url = {https://arxiv.org/abs/2006.10343},
eprinttype = {arXiv},
eprint = {2006.10343},
timestamp = {Mon, 31 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10343.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13070,
author = {Edmond Cunningham and
Renos Zabounidis and
Abhinav Agrawal and
Ina Fiterau and
Daniel Sheldon},
title = {Normalizing Flows Across Dimensions},
journal = {CoRR},
volume = {abs/2006.13070},
year = {2020},
url = {https://arxiv.org/abs/2006.13070},
eprinttype = {arXiv},
eprint = {2006.13070},
timestamp = {Mon, 31 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13070.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12603,
author = {Ryan McKenna and
Daniel Sheldon},
title = {Permute-and-Flip: {A} new mechanism for differentially private selection},
journal = {CoRR},
volume = {abs/2010.12603},
year = {2020},
url = {https://arxiv.org/abs/2010.12603},
eprinttype = {arXiv},
eprint = {2010.12603},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/GomesDBCDEFFFFF19,
author = {Carla P. Gomes and
Thomas G. Dietterich and
Christopher Barrett and
Jon Conrad and
Bistra Dilkina and
Stefano Ermon and
Fei Fang and
Andrew Farnsworth and
Alan Fern and
Xiaoli Z. Fern and
Daniel Fink and
Douglas H. Fisher and
Alexander Flecker and
Daniel Freund and
Angela Fuller and
John M. Gregoire and
John E. Hopcroft and
Steve Kelling and
J. Zico Kolter and
Warren B. Powell and
Nicole D. Sintov and
John S. Selker and
Bart Selman and
Daniel Sheldon and
David B. Shmoys and
Milind Tambe and
Weng{-}Keen Wong and
Christopher Wood and
Xiaojian Wu and
Yexiang Xue and
Amulya Yadav and
Abdul{-}Aziz Yakubu and
Mary Lou Zeeman},
title = {Computational sustainability: computing for a better world and a sustainable
future},
journal = {Commun. {ACM}},
volume = {62},
number = {9},
pages = {56--65},
year = {2019},
url = {https://doi.org/10.1145/3339399},
doi = {10.1145/3339399},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/GomesDBCDEFFFFF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChengGMS19,
author = {Zezhou Cheng and
Matheus Gadelha and
Subhransu Maji and
Daniel Sheldon},
title = {A Bayesian Perspective on the Deep Image Prior},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {5443--5451},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Cheng\_A\_Bayesian\_Perspective\_on\_the\_Deep\_Image\_Prior\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00559},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ChengGMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/McKennaSM19,
author = {Ryan McKenna and
Daniel Sheldon and
Gerome Miklau},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Graphical-model based estimation and inference for differential privacy},
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 = {4435--4444},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/mckenna19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/McKennaSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ShankarSSPD19,
author = {Shiv Shankar and
Daniel Sheldon and
Tao Sun and
John Pickering and
Thomas G. Dietterich},
editor = {Sarit Kraus},
title = {Three-quarter Sibling Regression for Denoising Observational Data},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {5960--5966},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/826},
doi = {10.24963/IJCAI.2019/826},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ShankarSSPD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DomkeS19,
author = {Justin Domke and
Daniel Sheldon},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Divide and Couple: Using Monte Carlo Variational Objectives for Posterior
Approximation},
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 = {338--347},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/82aa4b0af34c2313a562076992e50aa3-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DomkeS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BernsteinS19,
author = {Garrett Bernstein and
Daniel Sheldon},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Differentially Private Bayesian Linear Regression},
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 = {523--533},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/f90f2aca5c640289d0a29417bcb63a37-Abstract.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BernsteinS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09136,
author = {Ryan McKenna and
Daniel Sheldon and
Gerome Miklau},
title = {Graphical-model based estimation and inference for differential privacy},
journal = {CoRR},
volume = {abs/1901.09136},
year = {2019},
url = {http://arxiv.org/abs/1901.09136},
eprinttype = {arXiv},
eprint = {1901.09136},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-07457,
author = {Zezhou Cheng and
Matheus Gadelha and
Subhransu Maji and
Daniel Sheldon},
title = {A Bayesian Perspective on the Deep Image Prior},
journal = {CoRR},
volume = {abs/1904.07457},
year = {2019},
url = {http://arxiv.org/abs/1904.07457},
eprinttype = {arXiv},
eprint = {1904.07457},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-07457.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10115,
author = {Justin Domke and
Daniel Sheldon},
title = {Divide and Couple: Using Monte Carlo Variational Objectives for Posterior
Approximation},
journal = {CoRR},
volume = {abs/1906.10115},
year = {2019},
url = {http://arxiv.org/abs/1906.10115},
eprinttype = {arXiv},
eprint = {1906.10115},
timestamp = {Thu, 27 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10115.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13153,
author = {Garrett Bernstein and
Daniel Sheldon},
title = {Differentially Private Bayesian Linear Regression},
journal = {CoRR},
volume = {abs/1910.13153},
year = {2019},
url = {http://arxiv.org/abs/1910.13153},
eprinttype = {arXiv},
eprint = {1910.13153},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dev/IyengarLSS18,
author = {Srinivasan Iyengar and
Stephen Lee and
Daniel Sheldon and
Prashant J. Shenoy},
editor = {Ellen W. Zegura},
title = {SolarClique: Detecting Anomalies in Residential Solar Arrays},
booktitle = {Proceedings of the 1st {ACM} {SIGCAS} Conference on Computing and
Sustainable Societies, {COMPASS} 2018, Menlo Park and San Jose, CA,
USA, June 20-22, 2018},
pages = {38:1--38:10},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209811.3209860},
doi = {10.1145/3209811.3209860},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dev/IyengarLSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SheldonWS18,
author = {Daniel Sheldon and
Kevin Winner and
Debora Sujono},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Learning in Integer Latent Variable Models with Nested Automatic Differentiation},
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 = {4622--4630},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/sheldon18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/SheldonWS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BernsteinS18,
author = {Garrett Bernstein and
Daniel Sheldon},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Differentially Private Bayesian Inference for Exponential Families},
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 = {2924--2934},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/08040837089cdf46631a10aca5258e16-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BernsteinS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DomkeS18,
author = {Justin Domke and
Daniel Sheldon},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Importance Weighting and Variational Inference},
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 = {4475--4484},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/25db67c5657914454081c6a18e93d6dd-Abstract.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/DomkeS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AngellS18,
author = {Rico Angell and
Daniel Sheldon},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Inferring Latent Velocities from Weather Radar Data using Gaussian
Processes},
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 = {8998--9007},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/23451391cd1399019fa0421129066bc6-Abstract.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/AngellS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-03207,
author = {Daniel Sheldon and
Kevin Winner and
Debora Sujono},
title = {Learning in Integer Latent Variable Models with Nested Automatic Differentiation},
journal = {CoRR},
volume = {abs/1806.03207},
year = {2018},
url = {http://arxiv.org/abs/1806.03207},
eprinttype = {arXiv},
eprint = {1806.03207},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-03207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-09034,
author = {Justin Domke and
Daniel Sheldon},
title = {Importance Weighting and Variational Inference},
journal = {CoRR},
volume = {abs/1808.09034},
year = {2018},
url = {http://arxiv.org/abs/1808.09034},
eprinttype = {arXiv},
eprint = {1808.09034},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-09034.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-02188,
author = {Garrett Bernstein and
Daniel Sheldon},
title = {Differentially Private Bayesian Inference for Exponential Families},
journal = {CoRR},
volume = {abs/1809.02188},
year = {2018},
url = {http://arxiv.org/abs/1809.02188},
eprinttype = {arXiv},
eprint = {1809.02188},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-02188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ecoi/FlemingSGFLC17,
author = {Christen H. Fleming and
Daniel Sheldon and
Eliezer Gurarie and
William F. Fagan and
Scott LaPoint and
Justin M. Calabrese},
title = {K{\'{a}}lm{\'{a}}n filters for continuous-time movement
models},
journal = {Ecol. Informatics},
volume = {40},
pages = {8--21},
year = {2017},
url = {https://doi.org/10.1016/j.ecoinf.2017.04.008},
doi = {10.1016/J.ECOINF.2017.04.008},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ecoi/FlemingSGFLC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WuKSZ17,
author = {XiaoJian Wu and
Akshat Kumar and
Daniel Sheldon and
Shlomo Zilberstein},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Robust Optimization for Tree-Structured Stochastic Network Design},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {4545--4551},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.11176},
doi = {10.1609/AAAI.V31I1.11176},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WuKSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SunSO17,
author = {Tao Sun and
Daniel Sheldon and
Brendan O'Connor},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {A Probabilistic Approach for Learning with Label Proportions Applied
to the {US} Presidential Election},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {445--454},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.54},
doi = {10.1109/ICDM.2017.54},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/SunSO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BernsteinMSSHM17,
author = {Garrett Bernstein and
Ryan McKenna and
Tao Sun and
Daniel Sheldon and
Michael Hay and
Gerome Miklau},
editor = {Doina Precup and
Yee Whye Teh},
title = {Differentially Private Learning of Undirected Graphical Models Using
Collective Graphical Models},
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 = {478--487},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bernstein17a.html},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BernsteinMSSHM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WinnerSS17,
author = {Kevin Winner and
Debora Sujono and
Daniel Sheldon},
editor = {Doina Precup and
Yee Whye Teh},
title = {Exact Inference for Integer Latent-Variable Models},
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 = {3761--3770},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/winner17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WinnerSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BernsteinMSSHM17,
author = {Garrett Bernstein and
Ryan McKenna and
Tao Sun and
Daniel Sheldon and
Michael Hay and
Gerome Miklau},
title = {Differentially Private Learning of Undirected Graphical Models using
Collective Graphical Models},
journal = {CoRR},
volume = {abs/1706.04646},
year = {2017},
url = {http://arxiv.org/abs/1706.04646},
eprinttype = {arXiv},
eprint = {1706.04646},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BernsteinMSSHM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KumarSVS16,
author = {Akshat Kumar and
Arambam James Singh and
Pradeep Varakantham and
Daniel Sheldon},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Robust Decision Making for Stochastic Network Design},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {3857--3863},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.9908},
doi = {10.1609/AAAI.V30I1.9908},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KumarSVS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WuSZ16,
author = {XiaoJian Wu and
Daniel Sheldon and
Shlomo Zilberstein},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Optimizing Resilience in Large Scale Networks},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {3922--3928},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.9911},
doi = {10.1609/AAAI.V30I1.9911},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WuSZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NguyenKLS16,
author = {Duc Thien Nguyen and
Akshat Kumar and
Hoong Chuin Lau and
Daniel Sheldon},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Approximate Inference Using {DC} Programming For Collective Graphical
Models},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {685--693},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/nguyen16b.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NguyenKLS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BernsteinS16,
author = {Garrett Bernstein and
Daniel Sheldon},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Consistently Estimating Markov Chains with Noisy Aggregate Data},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {1142--1150},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/bernstein16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BernsteinS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChowdhurySML16,
author = {Aruni {Roy Chowdhury} and
Daniel Sheldon and
Subhransu Maji and
Erik G. Learned{-}Miller},
title = {Distinguishing Weather Phenomena from Bird Migration Patterns in Radar
Imagery},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2016, Las Vegas, NV, USA, June 26 - July
1, 2016},
pages = {276--283},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPRW.2016.41},
doi = {10.1109/CVPRW.2016.41},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ChowdhurySML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WinnerS16,
author = {Kevin Winner and
Daniel Sheldon},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Probabilistic Inference with Generating Functions for Poisson Latent
Variable Models},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {2640--2648},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/6c1da886822c67822bcf3679d04369fa-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WinnerS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BernsteinS16,
author = {Garrett Bernstein and
Daniel Sheldon},
title = {Consistently Estimating Markov Chains with Noisy Aggregate Data},
journal = {CoRR},
volume = {abs/1604.04182},
year = {2016},
url = {http://arxiv.org/abs/1604.04182},
eprinttype = {arXiv},
eprint = {1604.04182},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BernsteinS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WuKSZ16,
author = {XiaoJian Wu and
Akshat Kumar and
Daniel Sheldon and
Shlomo Zilberstein},
title = {Robust Optimization for Tree-Structured Stochastic Network Design},
journal = {CoRR},
volume = {abs/1612.00104},
year = {2016},
url = {http://arxiv.org/abs/1612.00104},
eprinttype = {arXiv},
eprint = {1612.00104},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WuKSZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/XueFS15,
author = {Shan Xue and
Alan Fern and
Daniel Sheldon},
title = {Scheduling Conservation Designs for Maximum Flexibility via Network
Cascade Optimization},
journal = {J. Artif. Intell. Res.},
volume = {52},
pages = {331--360},
year = {2015},
url = {https://doi.org/10.1613/jair.4679},
doi = {10.1613/JAIR.4679},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/XueFS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LeeACS15,
author = {Chia{-}Jung Lee and
Qingyao Ai and
W. Bruce Croft and
Daniel Sheldon},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {An Optimization Framework for Merging Multiple Result Lists},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {303--312},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806489},
doi = {10.1145/2806416.2806489},
timestamp = {Mon, 26 Apr 2021 09:27:03 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LeeACS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunSK15,
author = {Tao Sun and
Daniel Sheldon and
Akshat Kumar},
editor = {Francis R. Bach and
David M. Blei},
title = {Message Passing for Collective Graphical Models},
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 = {853--861},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/sunc15.html},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SunSK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WinnerBS15,
author = {Kevin Winner and
Garrett Bernstein and
Daniel Sheldon},
editor = {Francis R. Bach and
David M. Blei},
title = {Inference in a Partially Observed Queuing Model with Applications
in Ecology},
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 = {2512--2520},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/winner15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WinnerBS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WuSZ15,
author = {XiaoJian Wu and
Daniel Sheldon and
Shlomo Zilberstein},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Fast Combinatorial Algorithm for Optimizing the Spread of Cascades},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {2655--2661},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/376},
timestamp = {Tue, 20 Aug 2019 16:16:43 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WuSZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/VilnisBSM15,
author = {Luke Vilnis and
David Belanger and
Daniel Sheldon and
Andrew McCallum},
editor = {Marina Meila and
Tom Heskes},
title = {Bethe Projections for Non-Local Inference},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {892--901},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/91.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/VilnisBSM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2015sustainability,
editor = {Bistra Dilkina and
Stefano Ermon and
Rebecca A. Hutchinson and
Daniel Sheldon},
title = {Computational Sustainability, Papers from the 2015 {AAAI} Workshop,
Austin, Texas, USA, January 26, 2015},
series = {{AAAI} Technical Report},
volume = {{WS-15-06}},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/Library/Workshops/ws15-06.php},
isbn = {978-1-57735-717-9},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/2015sustainability.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VilnisBSM15,
author = {Luke Vilnis and
David Belanger and
Daniel Sheldon and
Andrew McCallum},
title = {Bethe Projections for Non-Local Inference},
journal = {CoRR},
volume = {abs/1503.01397},
year = {2015},
url = {http://arxiv.org/abs/1503.01397},
eprinttype = {arXiv},
eprint = {1503.01397},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VilnisBSM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/FarnsworthSGIDWDK14,
author = {Andrew Farnsworth and
Daniel Sheldon and
Jeffrey Geevarghese and
Jed Irvine and
Benjamin Van Doren and
Kevin F. Webb and
Thomas G. Dietterich and
Steve Kelling},
title = {Reconstructing Velocities of Migrating Birds from Weather Radar -
{A} Case Study in Computational Sustainability},
journal = {{AI} Mag.},
volume = {35},
number = {2},
pages = {31--48},
year = {2014},
url = {https://doi.org/10.1609/aimag.v35i2.2527},
doi = {10.1609/AIMAG.V35I2.2527},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/FarnsworthSGIDWDK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WuSZ14,
author = {XiaoJian Wu and
Daniel Sheldon and
Shlomo Zilberstein},
editor = {Carla E. Brodley and
Peter Stone},
title = {Rounded Dynamic Programming for Tree-Structured Stochastic Network
Design},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {479--485},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8761},
doi = {10.1609/AAAI.V28I1.8761},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WuSZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XueFS14,
author = {Shan Xue and
Alan Fern and
Daniel Sheldon},
title = {Dynamic Resource Allocation for Optimizing Population Diffusion},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {1033--1041},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/xue14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/XueFS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuSD14,
author = {Li{-}Ping Liu and
Daniel Sheldon and
Thomas G. Dietterich},
title = {Gaussian Approximation of Collective Graphical Models},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1602--1610},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/liuf14.html},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuSD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuSZ14,
author = {XiaoJian Wu and
Daniel Sheldon and
Shlomo Zilberstein},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Stochastic Network Design in Bidirected Trees},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {882--890},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/99c5e07b4d5de9d18c350cdf64c5aa3d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WuSZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuSD14,
author = {Li{-}Ping Liu and
Daniel Sheldon and
Thomas G. Dietterich},
title = {Gaussian Approximation of Collective Graphical Models},
journal = {CoRR},
volume = {abs/1405.5156},
year = {2014},
url = {http://arxiv.org/abs/1405.5156},
eprinttype = {arXiv},
eprint = {1405.5156},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuSD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/toc/SheldonY13,
author = {Daniel Sheldon and
Neal E. Young},
title = {Hamming Approximation of {NP} Witnesses},
journal = {Theory Comput.},
volume = {9},
pages = {685--702},
year = {2013},
url = {https://doi.org/10.4086/toc.2013.v009a022},
doi = {10.4086/TOC.2013.V009A022},
timestamp = {Sun, 21 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/toc/SheldonY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SheldonFIDWDK13,
author = {Daniel Sheldon and
Andrew Farnsworth and
Jed Irvine and
Benjamin Van Doren and
Kevin F. Webb and
Thomas G. Dietterich and
Steve Kelling},
editor = {Marie desJardins and
Michael L. Littman},
title = {Approximate Bayesian Inference for Reconstructing Velocities of Migrating
Birds from Weather Radar},
booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
pages = {1334--1340},
publisher = {{AAAI} Press},
year = {2013},
url = {https://doi.org/10.1609/aaai.v27i1.8486},
doi = {10.1609/AAAI.V27I1.8486},
timestamp = {Mon, 04 Sep 2023 15:56:33 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SheldonFIDWDK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SheldonSKD13,
author = {Daniel Sheldon and
Tao Sun and
Akshat Kumar and
Thomas G. Dietterich},
title = {Approximate Inference in Collective Graphical Models},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {1004--1012},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/sheldon13.html},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SheldonSKD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WuKSZ13,
author = {XiaoJian Wu and
Akshat Kumar and
Daniel Sheldon and
Shlomo Zilberstein},
editor = {Francesca Rossi},
title = {Parameter Learning for Latent Network Diffusion},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {2923--2930},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6843},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/WuKSZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KumarSS13,
author = {Akshat Kumar and
Daniel Sheldon and
Biplav Srivastava},
editor = {Ann E. Nicholson and
Padhraic Smyth},
title = {Collective Diffusion Over Networks: Models and Inference},
booktitle = {Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2013, Bellevue, WA, USA, August 11-15, 2013},
publisher = {{AUAI} Press},
year = {2013},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2396\&\#38;proceeding\_id=29},
timestamp = {Fri, 16 Jul 2021 16:15:58 +0200},
biburl = {https://dblp.org/rec/conf/uai/KumarSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KumarSS13a,
author = {Akshat Kumar and
Daniel Sheldon and
Biplav Srivastava},
title = {Collective Diffusion Over Networks: Models and Inference},
journal = {CoRR},
volume = {abs/1309.6841},
year = {2013},
url = {http://arxiv.org/abs/1309.6841},
eprinttype = {arXiv},
eprint = {1309.6841},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KumarSS13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jap/AppuhamillageS12,
author = {Thilanka Appuhamillage and
Daniel Sheldon},
title = {First Passage Time of Skew Brownian Motion},
journal = {J. Appl. Probab.},
volume = {49},
number = {3},
pages = {685--696},
year = {2012},
url = {https://doi.org/10.1017/S0021900200009463},
doi = {10.1017/S0021900200009463},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jap/AppuhamillageS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XueFS12,
author = {Shan Xue and
Alan Fern and
Daniel Sheldon},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Scheduling Conservation Designs via Network Cascade Optimization},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {391--397},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8177},
doi = {10.1609/AAAI.V26I1.8177},
timestamp = {Mon, 04 Sep 2023 15:56:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XueFS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/green/DietterichDHS12,
author = {Thomas G. Dietterich and
Ethan W. Dereszynski and
Rebecca A. Hutchinson and
Dan Sheldon},
title = {Machine learning for computational sustainability},
booktitle = {2012 International Green Computing Conference, {IGCC} 2012, San Jose,
CA, USA, June 4-8, 2012},
pages = {1},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/IGCC.2012.6322258},
doi = {10.1109/IGCC.2012.6322258},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/green/DietterichDHS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-3514,
author = {Daniel Sheldon and
Bistra Dilkina and
Adam N. Elmachtoub and
Ryan Finseth and
Ashish Sabharwal and
Jon Conrad and
Carla P. Gomes and
David B. Shmoys and
William Allen and
Ole Amundsen and
William Vaughan},
title = {Maximizing the Spread of Cascades Using Network Design},
journal = {CoRR},
volume = {abs/1203.3514},
year = {2012},
url = {http://arxiv.org/abs/1203.3514},
eprinttype = {arXiv},
eprint = {1203.3514},
timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-3514.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-0257,
author = {Daniel Sheldon and
Neal E. Young},
title = {Hamming Approximation of {NP} Witnesses},
journal = {CoRR},
volume = {abs/1208.0257},
year = {2012},
url = {http://arxiv.org/abs/1208.0257},
eprinttype = {arXiv},
eprint = {1208.0257},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-0257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SheldonD11,
author = {Daniel Sheldon and
Thomas G. Dietterich},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Collective Graphical Models},
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 = {1161--1169},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/fccb3cdc9acc14a6e70a12f74560c026-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SheldonD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/SheldonSSC11,
author = {Daniel Sheldon and
Milad Shokouhi and
Martin Szummer and
Nick Craswell},
editor = {Irwin King and
Wolfgang Nejdl and
Hang Li},
title = {LambdaMerge: merging the results of query reformulations},
booktitle = {Proceedings of the Forth International Conference on Web Search and
Web Data Mining, {WSDM} 2011, Hong Kong, China, February 9-12, 2011},
pages = {795--804},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1935826.1935930},
doi = {10.1145/1935826.1935930},
timestamp = {Sat, 09 Apr 2022 12:34:55 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/SheldonSSC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Sheldon10,
author = {Dan Sheldon},
title = {Manipulation of PageRank and Collective Hidden Markov Models},
school = {Cornell University, {USA}},
year = {2010},
timestamp = {Thu, 07 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Sheldon10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SheldonDEFSCGSAAV10,
author = {Daniel Sheldon and
Bistra Dilkina and
Adam N. Elmachtoub and
Ryan Finseth and
Ashish Sabharwal and
Jon Conrad and
Carla P. Gomes and
David B. Shmoys and
William Allen and
Ole Amundsen and
William Vaughan},
editor = {Peter Gr{\"{u}}nwald and
Peter Spirtes},
title = {Maximizing the Spread of Cascades Using Network Design},
booktitle = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty
in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010},
pages = {517--526},
publisher = {{AUAI} Press},
year = {2010},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2122\&\#38;proceeding\_id=26},
timestamp = {Wed, 03 Feb 2021 11:09:25 +0100},
biburl = {https://dblp.org/rec/conf/uai/SheldonDEFSCGSAAV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/im/HopcroftS08,
author = {John E. Hopcroft and
Daniel Sheldon},
title = {Manipulation-Resistant Reputations Using Hitting Time},
journal = {Internet Math.},
volume = {5},
number = {1},
pages = {71--90},
year = {2008},
url = {https://doi.org/10.1080/15427951.2008.10129303},
doi = {10.1080/15427951.2008.10129303},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/im/HopcroftS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SheldonEK07,
author = {Daniel Sheldon and
M. A. Saleh Elmohamed and
Dexter Kozen},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Collective Inference on Markov Models for Modeling Bird Migration},
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 = {1321--1328},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/69421f032498c97020180038fddb8e24-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SheldonEK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waw/HopcroftS07,
author = {John E. Hopcroft and
Daniel Sheldon},
editor = {Anthony Bonato and
Fan R. K. Chung},
title = {Manipulation-Resistant Reputations Using Hitting Time},
booktitle = {Algorithms and Models for the Web-Graph, 5th International Workshop,
{WAW} 2007, San Diego, CA, USA, December 11-12, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4863},
pages = {68--81},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-77004-6\_6},
doi = {10.1007/978-3-540-77004-6\_6},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/waw/HopcroftS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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