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ORCIDBibTeX records: Moritz Hardt
@article{DBLP:journals/corr/abs-2402-02249,
author = {Florian E. Dorner and
Moritz Hardt},
title = {Don't Label Twice: Quantity Beats Quality when Comparing Binary Classifiers
on a Budget},
journal = {CoRR},
volume = {abs/2402.02249},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02249},
doi = {10.48550/ARXIV.2402.02249},
eprinttype = {arXiv},
eprint = {2402.02249},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02249.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-09891,
author = {Vivian Y. Nastl and
Moritz Hardt},
title = {Predictors from causal features do not generalize better to new domains},
journal = {CoRR},
volume = {abs/2402.09891},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.09891},
doi = {10.48550/ARXIV.2402.09891},
eprinttype = {arXiv},
eprint = {2402.09891},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-09891.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eaamo/KimH23,
author = {Michael P. Kim and
Moritz Hardt},
title = {Is Your Model Predicting the Past?},
booktitle = {Proceedings of the 3rd {ACM} Conference on Equity and Access in Algorithms,
Mechanisms, and Optimization, {EAAMO} 2023, Boston, MA, USA, 30 October
2023 - 1 November 2023},
pages = {5:1--5:8},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3617694.3623225},
doi = {10.1145/3617694.3623225},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eaamo/KimH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShiraliAH23,
author = {Ali Shirali and
Rediet Abebe and
Moritz Hardt},
title = {A Theory of Dynamic Benchmarks},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=i8L9qoeZOS},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShiraliAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HardtMMZ23,
author = {Moritz Hardt and
Eric Mazumdar and
Celestine Mendler{-}D{\"{u}}nner and
Tijana Zrnic},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Algorithmic Collective Action in Machine Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {12570--12586},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/hardt23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/HardtMMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2023,
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {https://papers.nips.cc/paper\_files/paper/2023},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04262,
author = {Moritz Hardt and
Eric Mazumdar and
Celestine Mendler{-}D{\"{u}}nner and
Tijana Zrnic},
title = {Algorithmic Collective Action in Machine Learning},
journal = {CoRR},
volume = {abs/2302.04262},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04262},
doi = {10.48550/ARXIV.2302.04262},
eprinttype = {arXiv},
eprint = {2302.04262},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04262.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04989,
author = {Gary Cheng and
Moritz Hardt and
Celestine Mendler{-}D{\"{u}}nner},
title = {Causal Inference out of Control: Estimating the Steerability of Consumption},
journal = {CoRR},
volume = {abs/2302.04989},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04989},
doi = {10.48550/ARXIV.2302.04989},
eprinttype = {arXiv},
eprint = {2302.04989},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04989.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-06205,
author = {Juan C. Perdomo and
Tolani Britton and
Moritz Hardt and
Rediet Abebe},
title = {Difficult Lessons on Social Prediction from Wisconsin Public Schools},
journal = {CoRR},
volume = {abs/2304.06205},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.06205},
doi = {10.48550/ARXIV.2304.06205},
eprinttype = {arXiv},
eprint = {2304.06205},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-06205.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18466,
author = {Moritz Hardt and
Yu Sun},
title = {Test-Time Training on Nearest Neighbors for Large Language Models},
journal = {CoRR},
volume = {abs/2305.18466},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18466},
doi = {10.48550/ARXIV.2305.18466},
eprinttype = {arXiv},
eprint = {2305.18466},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-07261,
author = {Andr{\'{e}} F. Cruz and
Moritz Hardt},
title = {Unprocessing Seven Years of Algorithmic Fairness},
journal = {CoRR},
volume = {abs/2306.07261},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.07261},
doi = {10.48550/ARXIV.2306.07261},
eprinttype = {arXiv},
eprint = {2306.07261},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-07261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-07951,
author = {Ricardo Dominguez{-}Olmedo and
Moritz Hardt and
Celestine Mendler{-}D{\"{u}}nner},
title = {Questioning the Survey Responses of Large Language Models},
journal = {CoRR},
volume = {abs/2306.07951},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.07951},
doi = {10.48550/ARXIV.2306.07951},
eprinttype = {arXiv},
eprint = {2306.07951},
timestamp = {Sat, 17 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-07951.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-15769,
author = {Ali Shirali and
Moritz Hardt},
title = {What Makes ImageNet Look Unlike {LAION}},
journal = {CoRR},
volume = {abs/2306.15769},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.15769},
doi = {10.48550/ARXIV.2306.15769},
eprinttype = {arXiv},
eprint = {2306.15769},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-15769.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16608,
author = {Moritz Hardt and
Celestine Mendler{-}D{\"{u}}nner},
title = {Performative Prediction: Past and Future},
journal = {CoRR},
volume = {abs/2310.16608},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16608},
doi = {10.48550/ARXIV.2310.16608},
eprinttype = {arXiv},
eprint = {2310.16608},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16608.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pnas/HuszarKOBSH22,
author = {Ferenc Husz{\'{a}}r and
Sofia Ira Ktena and
Conor O'Brien and
Luca Belli and
Andrew Schlaikjer and
Moritz Hardt},
title = {Algorithmic amplification of politics on Twitter},
journal = {Proc. Natl. Acad. Sci. {USA}},
volume = {119},
number = {1},
pages = {e2025334119},
year = {2022},
url = {https://doi.org/10.1073/pnas.2025334119},
doi = {10.1073/PNAS.2025334119},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pnas/HuszarKOBSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/MilliBH22,
author = {Smitha Milli and
Luca Belli and
Moritz Hardt},
title = {Causal Inference Struggles with Agency on Online Platforms},
booktitle = {FAccT '22: 2022 {ACM} Conference on Fairness, Accountability, and
Transparency, Seoul, Republic of Korea, June 21 - 24, 2022},
pages = {357--365},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3531146.3533103},
doi = {10.1145/3531146.3533103},
timestamp = {Wed, 22 Jun 2022 10:08:56 +0200},
biburl = {https://dblp.org/rec/conf/fat/MilliBH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/AbebeHJMSW22,
author = {Rediet Abebe and
Moritz Hardt and
Angela Jin and
John Miller and
Ludwig Schmidt and
Rebecca Wexler},
title = {Adversarial Scrutiny of Evidentiary Statistical Software},
booktitle = {FAccT '22: 2022 {ACM} Conference on Fairness, Accountability, and
Transparency, Seoul, Republic of Korea, June 21 - 24, 2022},
pages = {1733--1746},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3531146.3533228},
doi = {10.1145/3531146.3533228},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/AbebeHJMSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HardtJM22,
author = {Moritz Hardt and
Meena Jagadeesan and
Celestine Mendler{-}D{\"{u}}nner},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Performative Power},
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/90e73f3cf1a6c84c723a2e8b7fb2b2c1-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HardtJM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-17232,
author = {Moritz Hardt and
Meena Jagadeesan and
Celestine Mendler{-}D{\"{u}}nner},
title = {Performative Power},
journal = {CoRR},
volume = {abs/2203.17232},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.17232},
doi = {10.48550/ARXIV.2203.17232},
eprinttype = {arXiv},
eprint = {2203.17232},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-17232.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09305,
author = {Rediet Abebe and
Moritz Hardt and
Angela Jin and
John Miller and
Ludwig Schmidt and
Rebecca Wexler},
title = {Adversarial Scrutiny of Evidentiary Statistical Software},
journal = {CoRR},
volume = {abs/2206.09305},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09305},
doi = {10.48550/ARXIV.2206.09305},
eprinttype = {arXiv},
eprint = {2206.09305},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-11673,
author = {Moritz Hardt and
Michael P. Kim},
title = {Backward baselines: Is your model predicting the past?},
journal = {CoRR},
volume = {abs/2206.11673},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.11673},
doi = {10.48550/ARXIV.2206.11673},
eprinttype = {arXiv},
eprint = {2206.11673},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-11673.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03165,
author = {Ali Shirali and
Rediet Abebe and
Moritz Hardt},
title = {A Theory of Dynamic Benchmarks},
journal = {CoRR},
volume = {abs/2210.03165},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03165},
doi = {10.48550/ARXIV.2210.03165},
eprinttype = {arXiv},
eprint = {2210.03165},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-08667,
author = {Luca Belli and
Kyra Yee and
Uthaipon Tantipongpipat and
Aaron Gonzales and
Kristian Lum and
Moritz Hardt},
title = {County-level Algorithmic Audit of Racial Bias in Twitter's Home Timeline},
journal = {CoRR},
volume = {abs/2211.08667},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.08667},
doi = {10.48550/ARXIV.2211.08667},
eprinttype = {arXiv},
eprint = {2211.08667},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-08667.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}
}
@inproceedings{DBLP:conf/fat/MilliBH21,
author = {Smitha Milli and
Luca Belli and
Moritz Hardt},
editor = {Madeleine Clare Elish and
William Isaac and
Richard S. Zemel},
title = {From Optimizing Engagement to Measuring Value},
booktitle = {FAccT '21: 2021 {ACM} Conference on Fairness, Accountability, and
Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021},
pages = {714--722},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3442188.3445933},
doi = {10.1145/3442188.3445933},
timestamp = {Fri, 05 May 2023 15:54:55 +0200},
biburl = {https://dblp.org/rec/conf/fat/MilliBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JagadeesanMH21,
author = {Meena Jagadeesan and
Celestine Mendler{-}D{\"{u}}nner and
Moritz Hardt},
editor = {Marina Meila and
Tong Zhang},
title = {Alternative Microfoundations for Strategic Classification},
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 = {4687--4697},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jagadeesan21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JagadeesanMH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DingHMS21,
author = {Frances Ding and
Moritz Hardt and
John Miller and
Ludwig Schmidt},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Retiring Adult: New Datasets for Fair Machine Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {6478--6490},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/32e54441e6382a7fbacbbbaf3c450059-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/DingHMS21.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-2106-12705,
author = {Meena Jagadeesan and
Celestine Mendler{-}D{\"{u}}nner and
Moritz Hardt},
title = {Alternative Microfoundations for Strategic Classification},
journal = {CoRR},
volume = {abs/2106.12705},
year = {2021},
url = {https://arxiv.org/abs/2106.12705},
eprinttype = {arXiv},
eprint = {2106.12705},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12705.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-08995,
author = {Smitha Milli and
Luca Belli and
Moritz Hardt},
title = {Causal Inference Struggles with Agency on Online Platforms},
journal = {CoRR},
volume = {abs/2107.08995},
year = {2021},
url = {https://arxiv.org/abs/2107.08995},
eprinttype = {arXiv},
eprint = {2107.08995},
timestamp = {Thu, 22 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-08995.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-04884,
author = {Frances Ding and
Moritz Hardt and
John Miller and
Ludwig Schmidt},
title = {Retiring Adult: New Datasets for Fair Machine Learning},
journal = {CoRR},
volume = {abs/2108.04884},
year = {2021},
url = {https://arxiv.org/abs/2108.04884},
eprinttype = {arXiv},
eprint = {2108.04884},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-04884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11010,
author = {Ferenc Husz{\'{a}}r and
Sofia Ira Ktena and
Conor O'Brien and
Luca Belli and
Andrew Schlaikjer and
Moritz Hardt},
title = {Algorithmic Amplification of Politics on Twitter},
journal = {CoRR},
volume = {abs/2110.11010},
year = {2021},
url = {https://arxiv.org/abs/2110.11010},
eprinttype = {arXiv},
eprint = {2110.11010},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HsuHH20,
author = {Chloe Ching{-}Yun Hsu and
Michaela Hardt and
Moritz Hardt},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Linear Dynamics: Clustering without identification},
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 = {918--929},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/hsu20b.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HsuHH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/HardtRFDHCCH20,
author = {Michaela Hardt and
Alvin Rajkomar and
Gerardo Flores and
Andrew M. Dai and
Michael D. Howell and
Greg Corrado and
Claire Cui and
Moritz Hardt},
editor = {Marzyeh Ghassemi},
title = {Explaining an increase in predicted risk for clinical alerts},
booktitle = {{ACM} {CHIL} '20: {ACM} Conference on Health, Inference, and Learning,
Toronto, Ontario, Canada, April 2-4, 2020 [delayed]},
pages = {80--89},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3368555.3384460},
doi = {10.1145/3368555.3384460},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/HardtRFDHCCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangBHMS20,
author = {Chiyuan Zhang and
Samy Bengio and
Moritz Hardt and
Michael C. Mozer and
Yoram Singer},
title = {Identity Crisis: Memorization and Generalization Under Extreme Overparameterization},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=B1l6y0VFPr},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhangBHMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MillerMH20,
author = {John Miller and
Smitha Milli and
Moritz Hardt},
title = {Strategic Classification is Causal Modeling in Disguise},
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 = {6917--6926},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/miller20b.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MillerMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PerdomoZMH20,
author = {Juan C. Perdomo and
Tijana Zrnic and
Celestine Mendler{-}D{\"{u}}nner and
Moritz Hardt},
title = {Performative Prediction},
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 = {7599--7609},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/perdomo20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PerdomoZMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RolfSDLBHB20,
author = {Esther Rolf and
Max Simchowitz and
Sarah Dean and
Lydia T. Liu and
Daniel Bj{\"{o}}rkegren and
Moritz Hardt and
Joshua Blumenstock},
title = {Balancing Competing Objectives with Noisy Data: Score-Based Classifiers
for Welfare-Aware Machine Learning},
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 = {8158--8168},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rolf20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RolfSDLBHB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunWLMEH20,
author = {Yu Sun and
Xiaolong Wang and
Zhuang Liu and
John Miller and
Alexei A. Efros and
Moritz Hardt},
title = {Test-Time Training with Self-Supervision for Generalization under
Distribution Shifts},
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 = {9229--9248},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sun20b.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SunWLMEH20.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/Mendler-DunnerP20,
author = {Celestine Mendler{-}D{\"{u}}nner and
Juan C. Perdomo and
Tijana Zrnic and
Moritz Hardt},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Stochastic Optimization for Performative Prediction},
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/33e75ff09dd601bbe69f351039152189-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Mendler-DunnerP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/cu/20/Hardt20,
author = {Moritz Hardt},
editor = {Tim Roughgarden},
title = {Generalization in Overparameterized Models},
booktitle = {Beyond the Worst-Case Analysis of Algorithms},
pages = {486--505},
publisher = {Cambridge University Press},
year = {2020},
url = {https://doi.org/10.1017/9781108637435.028},
doi = {10.1017/9781108637435.028},
timestamp = {Mon, 04 Jan 2021 16:41:48 +0100},
biburl = {https://dblp.org/rec/books/cu/20/Hardt20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06673,
author = {Juan C. Perdomo and
Tijana Zrnic and
Celestine Mendler{-}D{\"{u}}nner and
Moritz Hardt},
title = {Performative Prediction},
journal = {CoRR},
volume = {abs/2002.06673},
year = {2020},
url = {https://arxiv.org/abs/2002.06673},
eprinttype = {arXiv},
eprint = {2002.06673},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06673.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-06740,
author = {Esther Rolf and
Max Simchowitz and
Sarah Dean and
Lydia T. Liu and
Daniel Bj{\"{o}}rkegren and
Moritz Hardt and
Joshua Blumenstock},
title = {Balancing Competing Objectives with Noisy Data: Score-Based Classifiers
for Welfare-Aware Machine Learning},
journal = {CoRR},
volume = {abs/2003.06740},
year = {2020},
url = {https://arxiv.org/abs/2003.06740},
eprinttype = {arXiv},
eprint = {2003.06740},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-06740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06887,
author = {Celestine Mendler{-}D{\"{u}}nner and
Juan C. Perdomo and
Tijana Zrnic and
Moritz Hardt},
title = {Stochastic Optimization for Performative Prediction},
journal = {CoRR},
volume = {abs/2006.06887},
year = {2020},
url = {https://arxiv.org/abs/2006.06887},
eprinttype = {arXiv},
eprint = {2006.06887},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-06887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-12623,
author = {Smitha Milli and
Luca Belli and
Moritz Hardt},
title = {From Optimizing Engagement to Measuring Value},
journal = {CoRR},
volume = {abs/2008.12623},
year = {2020},
url = {https://arxiv.org/abs/2008.12623},
eprinttype = {arXiv},
eprint = {2008.12623},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-12623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-10897,
author = {Chloe Ching{-}Yun Hsu and
Celestine Mendler{-}D{\"{u}}nner and
Moritz Hardt},
title = {Revisiting Design Choices in Proximal Policy Optimization},
journal = {CoRR},
volume = {abs/2009.10897},
year = {2020},
url = {https://arxiv.org/abs/2009.10897},
eprinttype = {arXiv},
eprint = {2009.10897},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-10897.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FeldmanFH19,
author = {Vitaly Feldman and
Roy Frostig and
Moritz Hardt},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {Open Problem: How fast can a multiclass test set be overfit?},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {3185--3189},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/feldman19b.html},
timestamp = {Mon, 08 Jul 2019 16:13:41 +0200},
biburl = {https://dblp.org/rec/conf/colt/FeldmanFH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/MilliSDH19,
author = {Smitha Milli and
Ludwig Schmidt and
Anca D. Dragan and
Moritz Hardt},
editor = {danah boyd and
Jamie H. Morgenstern},
title = {Model Reconstruction from Model Explanations},
booktitle = {Proceedings of the Conference on Fairness, Accountability, and Transparency,
FAT* 2019, Atlanta, GA, USA, January 29-31, 2019},
pages = {1--9},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3287560.3287562},
doi = {10.1145/3287560.3287562},
timestamp = {Fri, 26 Mar 2021 16:46:37 +0100},
biburl = {https://dblp.org/rec/conf/fat/MilliSDH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/MilliMDH19,
author = {Smitha Milli and
John Miller and
Anca D. Dragan and
Moritz Hardt},
editor = {danah boyd and
Jamie H. Morgenstern},
title = {The Social Cost of Strategic Classification},
booktitle = {Proceedings of the Conference on Fairness, Accountability, and Transparency,
FAT* 2019, Atlanta, GA, USA, January 29-31, 2019},
pages = {230--239},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3287560.3287576},
doi = {10.1145/3287560.3287576},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/MilliMDH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MillerH19,
author = {John Miller and
Moritz Hardt},
title = {Stable Recurrent Models},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=Hygxb2CqKm},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MillerH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FeldmanFH19,
author = {Vitaly Feldman and
Roy Frostig and
Moritz Hardt},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {The advantages of multiple classes for reducing overfitting from test
set reuse},
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 = {1892--1900},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/feldman19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/FeldmanFH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuSH19,
author = {Lydia T. Liu and
Max Simchowitz and
Moritz Hardt},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {The Implicit Fairness Criterion of Unconstrained Learning},
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 = {4051--4060},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/liu19f.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZrnicH19,
author = {Tijana Zrnic and
Moritz Hardt},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Natural Analysts in Adaptive Data Analysis},
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 = {7703--7711},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/zrnic19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZrnicH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuDRSH19,
author = {Lydia T. Liu and
Sarah Dean and
Esther Rolf and
Max Simchowitz and
Moritz Hardt},
editor = {Sarit Kraus},
title = {Delayed Impact of Fair Machine Learning},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {6196--6200},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/862},
doi = {10.24963/IJCAI.2019/862},
timestamp = {Tue, 20 Aug 2019 16:18:18 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiuDRSH19.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 = {Mon, 16 May 2022 15:41:51 +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}
}
@article{DBLP:journals/corr/abs-1901-11143,
author = {Tijana Zrnic and
Moritz Hardt},
title = {Natural Analysts in Adaptive Data Analysis},
journal = {CoRR},
volume = {abs/1901.11143},
year = {2019},
url = {http://arxiv.org/abs/1901.11143},
eprinttype = {arXiv},
eprint = {1901.11143},
timestamp = {Mon, 04 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-11143.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-04698,
author = {Chiyuan Zhang and
Samy Bengio and
Moritz Hardt and
Yoram Singer},
title = {Identity Crisis: Memorization and Generalization under Extreme Overparameterization},
journal = {CoRR},
volume = {abs/1902.04698},
year = {2019},
url = {http://arxiv.org/abs/1902.04698},
eprinttype = {arXiv},
eprint = {1902.04698},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-04698.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10360,
author = {Vitaly Feldman and
Roy Frostig and
Moritz Hardt},
title = {The advantages of multiple classes for reducing overfitting from test
set reuse},
journal = {CoRR},
volume = {abs/1905.10360},
year = {2019},
url = {http://arxiv.org/abs/1905.10360},
eprinttype = {arXiv},
eprint = {1905.10360},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10360.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-1907-04911,
author = {Michaela Hardt and
Alvin Rajkomar and
Gerardo Flores and
Andrew M. Dai and
Michael D. Howell and
Greg Corrado and
Claire Cui and
Moritz Hardt},
title = {Explaining an increase in predicted risk for clinical alerts},
journal = {CoRR},
volume = {abs/1907.04911},
year = {2019},
url = {http://arxiv.org/abs/1907.04911},
eprinttype = {arXiv},
eprint = {1907.04911},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-04911.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-01039,
author = {Chloe Ching{-}Yun Hsu and
Michaela Hardt and
Moritz Hardt},
title = {Linear Dynamics: Clustering without identification},
journal = {CoRR},
volume = {abs/1908.01039},
year = {2019},
url = {http://arxiv.org/abs/1908.01039},
eprinttype = {arXiv},
eprint = {1908.01039},
timestamp = {Fri, 09 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-01039.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13231,
author = {Yu Sun and
Xiaolong Wang and
Zhuang Liu and
John Miller and
Alexei A. Efros and
Moritz Hardt},
title = {Test-Time Training for Out-of-Distribution Generalization},
journal = {CoRR},
volume = {abs/1909.13231},
year = {2019},
url = {http://arxiv.org/abs/1909.13231},
eprinttype = {arXiv},
eprint = {1909.13231},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-13231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-10362,
author = {John Miller and
Smitha Milli and
Moritz Hardt},
title = {Strategic Adaptation to Classifiers: {A} Causal Perspective},
journal = {CoRR},
volume = {abs/1910.10362},
year = {2019},
url = {http://arxiv.org/abs/1910.10362},
eprinttype = {arXiv},
eprint = {1910.10362},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-10362.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}
}
@inproceedings{DBLP:conf/icml/LiuDRSH18,
author = {Lydia T. Liu and
Sarah Dean and
Esther Rolf and
Max Simchowitz and
Moritz Hardt},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Delayed Impact of Fair Machine Learning},
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 = {3156--3164},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/liu18c.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuDRSH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AdebayoGMGHK18,
author = {Julius Adebayo and
Justin Gilmer and
Michael Muelly and
Ian J. Goodfellow and
Moritz Hardt and
Been Kim},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Sanity Checks for Saliency Maps},
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 = {9525--9536},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/294a8ed24b1ad22ec2e7efea049b8737-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AdebayoGMGHK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-04383,
author = {Lydia T. Liu and
Sarah Dean and
Esther Rolf and
Max Simchowitz and
Moritz Hardt},
title = {Delayed Impact of Fair Machine Learning},
journal = {CoRR},
volume = {abs/1803.04383},
year = {2018},
url = {http://arxiv.org/abs/1803.04383},
eprinttype = {arXiv},
eprint = {1803.04383},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-04383.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10369,
author = {John Miller and
Moritz Hardt},
title = {When Recurrent Models Don't Need To Be Recurrent},
journal = {CoRR},
volume = {abs/1805.10369},
year = {2018},
url = {http://arxiv.org/abs/1805.10369},
eprinttype = {arXiv},
eprint = {1805.10369},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-05185,
author = {Smitha Milli and
Ludwig Schmidt and
Anca D. Dragan and
Moritz Hardt},
title = {Model Reconstruction from Model Explanations},
journal = {CoRR},
volume = {abs/1807.05185},
year = {2018},
url = {http://arxiv.org/abs/1807.05185},
eprinttype = {arXiv},
eprint = {1807.05185},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-05185.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08460,
author = {Smitha Milli and
John Miller and
Anca D. Dragan and
Moritz Hardt},
title = {The Social Cost of Strategic Classification},
journal = {CoRR},
volume = {abs/1808.08460},
year = {2018},
url = {http://arxiv.org/abs/1808.08460},
eprinttype = {arXiv},
eprint = {1808.08460},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-08460.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-10013,
author = {Lydia T. Liu and
Max Simchowitz and
Moritz Hardt},
title = {Group calibration is a byproduct of unconstrained learning},
journal = {CoRR},
volume = {abs/1808.10013},
year = {2018},
url = {http://arxiv.org/abs/1808.10013},
eprinttype = {arXiv},
eprint = {1808.10013},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-10013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-03292,
author = {Julius Adebayo and
Justin Gilmer and
Michael Muelly and
Ian J. Goodfellow and
Moritz Hardt and
Been Kim},
title = {Sanity Checks for Saliency Maps},
journal = {CoRR},
volume = {abs/1810.03292},
year = {2018},
url = {http://arxiv.org/abs/1810.03292},
eprinttype = {arXiv},
eprint = {1810.03292},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-03292.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/cacm/DworkFHPRR17,
author = {Cynthia Dwork and
Vitaly Feldman and
Moritz Hardt and
Toniann Pitassi and
Omer Reingold and
Aaron Roth},
title = {Guilt-free data reuse},
journal = {Commun. {ACM}},
volume = {60},
number = {4},
pages = {86--93},
year = {2017},
url = {https://doi.org/10.1145/3051088},
doi = {10.1145/3051088},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/DworkFHPRR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HardtM17,
author = {Moritz Hardt and
Tengyu Ma},
title = {Identity Matters in Deep Learning},
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=ryxB0Rtxx},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HardtM17.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 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhangBHRV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KilbertusRPHJS17,
author = {Niki Kilbertus and
Mateo Rojas{-}Carulla and
Giambattista Parascandolo and
Moritz Hardt and
Dominik Janzing and
Bernhard Sch{\"{o}}lkopf},
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 = {Avoiding Discrimination through Causal Reasoning},
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 = {656--666},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/f5f8590cd58a54e94377e6ae2eded4d9-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/KilbertusRPHJS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Hardt17,
author = {Moritz Hardt},
title = {Climbing a shaky ladder: Better adaptive risk estimation},
journal = {CoRR},
volume = {abs/1706.02733},
year = {2017},
url = {http://arxiv.org/abs/1706.02733},
eprinttype = {arXiv},
eprint = {1706.02733},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Hardt17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KilbertusRPHJS17,
author = {Niki Kilbertus and
Mateo Rojas{-}Carulla and
Giambattista Parascandolo and
Moritz Hardt and
Dominik Janzing and
Bernhard Sch{\"{o}}lkopf},
title = {Avoiding Discrimination through Causal Reasoning},
journal = {CoRR},
volume = {abs/1706.02744},
year = {2017},
url = {http://arxiv.org/abs/1706.02744},
eprinttype = {arXiv},
eprint = {1706.02744},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KilbertusRPHJS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/HardtIMW16,
author = {Moritz Hardt and
Yuval Ishai and
Raghu Meka and
Virginia Vassilevska Williams},
title = {Special Section on the Fifty-Fourth Annual {IEEE} Symposium on Foundations
of Computer Science {(FOCS} 2013)},
journal = {{SIAM} J. Comput.},
volume = {45},
number = {3},
pages = {881},
year = {2016},
url = {https://doi.org/10.1137/16N974115},
doi = {10.1137/16N974115},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamcomp/HardtIMW16.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 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/HardtRS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/HardtMPW16,
author = {Moritz Hardt and
Nimrod Megiddo and
Christos H. Papadimitriou and
Mary Wootters},
editor = {Madhu Sudan},
title = {Strategic Classification},
booktitle = {Proceedings of the 2016 {ACM} Conference on Innovations in Theoretical
Computer Science, Cambridge, MA, USA, January 14-16, 2016},
pages = {111--122},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2840728.2840730},
doi = {10.1145/2840728.2840730},
timestamp = {Tue, 14 Jun 2022 13:12:41 +0200},
biburl = {https://dblp.org/rec/conf/innovations/HardtMPW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HardtPNS16,
author = {Moritz Hardt and
Eric Price and
Nati Srebro},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Equality of Opportunity in Supervised Learning},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3315--3323},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/9d2682367c3935defcb1f9e247a97c0d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HardtPNS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/algo/Hardt16,
author = {Moritz Hardt},
title = {Private Spectral Analysis},
booktitle = {Encyclopedia of Algorithms},
pages = {1622--1626},
year = {2016},
url = {https://doi.org/10.1007/978-1-4939-2864-4\_552},
doi = {10.1007/978-1-4939-2864-4\_552},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/algo/Hardt16.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/HardtPS16,
author = {Moritz Hardt and
Eric Price and
Nathan Srebro},
title = {Equality of Opportunity in Supervised Learning},
journal = {CoRR},
volume = {abs/1610.02413},
year = {2016},
url = {http://arxiv.org/abs/1610.02413},
eprinttype = {arXiv},
eprint = {1610.02413},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HardtPS16.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/corr/HardtM16,
author = {Moritz Hardt and
Tengyu Ma},
title = {Identity Matters in Deep Learning},
journal = {CoRR},
volume = {abs/1611.04231},
year = {2016},
url = {http://arxiv.org/abs/1611.04231},
eprinttype = {arXiv},
eprint = {1611.04231},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HardtM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BlumH15,
author = {Avrim Blum and
Moritz Hardt},
editor = {Francis R. Bach and
David M. Blei},
title = {The Ladder: {A} Reliable Leaderboard for Machine Learning Competitions},
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 = {1006--1014},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/blum15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BlumH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DworkFHPRR15,
author = {Cynthia Dwork and
Vitaly Feldman and
Moritz Hardt and
Toniann Pitassi and
Omer Reingold and
Aaron Roth},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Generalization in Adaptive Data Analysis and Holdout Reuse},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2350--2358},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/bad5f33780c42f2588878a9d07405083-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DworkFHPRR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DiakonikolasHS15,
author = {Ilias Diakonikolas and
Moritz Hardt and
Ludwig Schmidt},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Differentially Private Learning of Structured Discrete Distributions},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2566--2574},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/2b3bf3eee2475e03885a110e9acaab61-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DiakonikolasHS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/DworkFHPRR15,
author = {Cynthia Dwork and
Vitaly Feldman and
Moritz Hardt and
Toniann Pitassi and
Omer Reingold and
Aaron Leon Roth},
editor = {Rocco A. Servedio and
Ronitt Rubinfeld},
title = {Preserving Statistical Validity in Adaptive Data Analysis},
booktitle = {Proceedings of the Forty-Seventh Annual {ACM} on Symposium on Theory
of Computing, {STOC} 2015, Portland, OR, USA, June 14-17, 2015},
pages = {117--126},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2746539.2746580},
doi = {10.1145/2746539.2746580},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/stoc/DworkFHPRR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/HardtP15,
author = {Moritz Hardt and
Eric Price},
editor = {Rocco A. Servedio and
Ronitt Rubinfeld},
title = {Tight Bounds for Learning a Mixture of Two Gaussians},
booktitle = {Proceedings of the Forty-Seventh Annual {ACM} on Symposium on Theory
of Computing, {STOC} 2015, Portland, OR, USA, June 14-17, 2015},
pages = {753--760},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2746539.2746579},
doi = {10.1145/2746539.2746579},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/stoc/HardtP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BlumH15,
author = {Avrim Blum and
Moritz Hardt},
title = {The Ladder: {A} Reliable Leaderboard for Machine Learning Competitions},
journal = {CoRR},
volume = {abs/1502.04585},
year = {2015},
url = {http://arxiv.org/abs/1502.04585},
eprinttype = {arXiv},
eprint = {1502.04585},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BlumH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DworkFHPRR15,
author = {Cynthia Dwork and
Vitaly Feldman and
Moritz Hardt and
Toniann Pitassi and
Omer Reingold and
Aaron Roth},
title = {Generalization in Adaptive Data Analysis and Holdout Reuse},
journal = {CoRR},
volume = {abs/1506.02629},
year = {2015},
url = {http://arxiv.org/abs/1506.02629},
eprinttype = {arXiv},
eprint = {1506.02629},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DworkFHPRR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HardtMPW15,
author = {Moritz Hardt and
Nimrod Megiddo and
Christos H. Papadimitriou and
Mary Wootters},
title = {Strategic Classification},
journal = {CoRR},
volume = {abs/1506.06980},
year = {2015},
url = {http://arxiv.org/abs/1506.06980},
eprinttype = {arXiv},
eprint = {1506.06980},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HardtMPW15.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}
}
@inproceedings{DBLP:conf/colt/HardtW14,
author = {Moritz Hardt and
Mary Wootters},
editor = {Maria{-}Florina Balcan and
Vitaly Feldman and
Csaba Szepesv{\'{a}}ri},
title = {Fast matrix completion without the condition number},
booktitle = {Proceedings of The 27th Conference on Learning Theory, {COLT} 2014,
Barcelona, Spain, June 13-15, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {35},
pages = {638--678},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v35/hardt14a.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/HardtW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HardtMRW14,
author = {Moritz Hardt and
Raghu Meka and
Prasad Raghavendra and
Benjamin Weitz},
editor = {Maria{-}Florina Balcan and
Vitaly Feldman and
Csaba Szepesv{\'{a}}ri},
title = {Computational Limits for Matrix Completion},
booktitle = {Proceedings of The 27th Conference on Learning Theory, {COLT} 2014,
Barcelona, Spain, June 13-15, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {35},
pages = {703--725},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v35/hardt14b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/HardtMRW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/HardtU14,
author = {Moritz Hardt and
Jonathan R. Ullman},
title = {Preventing False Discovery in Interactive Data Analysis Is Hard},
booktitle = {55th {IEEE} Annual Symposium on Foundations of Computer Science, {FOCS}
2014, Philadelphia, PA, USA, October 18-21, 2014},
pages = {454--463},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/FOCS.2014.55},
doi = {10.1109/FOCS.2014.55},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/HardtU14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/Hardt14,
author = {Moritz Hardt},
title = {Understanding Alternating Minimization for Matrix Completion},
booktitle = {55th {IEEE} Annual Symposium on Foundations of Computer Science, {FOCS}
2014, Philadelphia, PA, USA, October 18-21, 2014},
pages = {651--660},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/FOCS.2014.75},
doi = {10.1109/FOCS.2014.75},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/Hardt14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HardtP14,
author = {Moritz Hardt and
Eric Price},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {The Noisy Power Method: {A} Meta Algorithm with Applications},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2861--2869},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/729c68884bd359ade15d5f163166738a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HardtP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HardtMRW14,
author = {Moritz Hardt and
Raghu Meka and
Prasad Raghavendra and
Benjamin Weitz},
title = {Computational Limits for Matrix Completion},
journal = {CoRR},
volume = {abs/1402.2331},
year = {2014},
url = {http://arxiv.org/abs/1402.2331},
eprinttype = {arXiv},
eprint = {1402.2331},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HardtMRW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HardtP14,
author = {Moritz Hardt and
Eric Price},
title = {Sharp bounds for learning a mixture of two gaussians},
journal = {CoRR},
volume = {abs/1404.4997},
year = {2014},
url = {http://arxiv.org/abs/1404.4997},
eprinttype = {arXiv},
eprint = {1404.4997},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HardtP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HardtW14,
author = {Moritz Hardt and
Mary Wootters},
title = {Fast matrix completion without the condition number},
journal = {CoRR},
volume = {abs/1407.4070},
year = {2014},
url = {http://arxiv.org/abs/1407.4070},
eprinttype = {arXiv},
eprint = {1407.4070},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HardtW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HardtU14,
author = {Moritz Hardt and
Jonathan R. Ullman},
title = {Preventing False Discovery in Interactive Data Analysis is Hard},
journal = {CoRR},
volume = {abs/1408.1655},
year = {2014},
url = {http://arxiv.org/abs/1408.1655},
eprinttype = {arXiv},
eprint = {1408.1655},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/HardtU14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DworkFHPRR14,
author = {Cynthia Dwork and
Vitaly Feldman and
Moritz Hardt and
Toniann Pitassi and
Omer Reingold and
Aaron Roth},
title = {Preserving Statistical Validity in Adaptive Data Analysis},
journal = {CoRR},
volume = {abs/1411.2664},
year = {2014},
url = {http://arxiv.org/abs/1411.2664},
eprinttype = {arXiv},
eprint = {1411.2664},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DworkFHPRR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/GuptaHRU13,
author = {Anupam Gupta and
Moritz Hardt and
Aaron Roth and
Jonathan R. Ullman},
title = {Privately Releasing Conjunctions and the Statistical Query Barrier},
journal = {{SIAM} J. Comput.},
volume = {42},
number = {4},
pages = {1494--1520},
year = {2013},
url = {https://doi.org/10.1137/110857714},
doi = {10.1137/110857714},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamcomp/GuptaHRU13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/Hardt13,
author = {Moritz Hardt},
title = {Robust subspace iteration and privacy-preserving spectral analysis},
booktitle = {51st Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2013, Allerton Park {\&} Retreat Center, Monticello,
IL, USA, October 2-4, 2013},
pages = {1624--1626},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/Allerton.2013.6736723},
doi = {10.1109/ALLERTON.2013.6736723},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/allerton/Hardt13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HardtM13,
author = {Moritz Hardt and
Ankur Moitra},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Algorithms and Hardness for Robust Subspace Recovery},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {354--375},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Hardt13.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/HardtM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KumarCHBBS13,
author = {Ritwik Kumar and
Ting Chen and
Moritz Hardt and
David Beymer and
Karen Brannon and
Tanveer Fathima Syeda{-}Mahmood},
title = {Multiple Kernel Completion and its application to cardiac disease
discrimination},
booktitle = {10th {IEEE} International Symposium on Biomedical Imaging: From Nano
to Macro, {ISBI} 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings},
pages = {764--767},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISBI.2013.6556587},
doi = {10.1109/ISBI.2013.6556587},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/KumarCHBBS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/HardtW13,
author = {Moritz Hardt and
David P. Woodruff},
editor = {Dan Boneh and
Tim Roughgarden and
Joan Feigenbaum},
title = {How robust are linear sketches to adaptive inputs?},
booktitle = {Symposium on Theory of Computing Conference, STOC'13, Palo Alto, CA,
USA, June 1-4, 2013},
pages = {121--130},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2488608.2488624},
doi = {10.1145/2488608.2488624},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/HardtW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/HardtR13,
author = {Moritz Hardt and
Aaron Roth},
editor = {Dan Boneh and
Tim Roughgarden and
Joan Feigenbaum},
title = {Beyond worst-case analysis in private singular vector computation},
booktitle = {Symposium on Theory of Computing Conference, STOC'13, Palo Alto, CA,
USA, June 1-4, 2013},
pages = {331--340},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2488608.2488650},
doi = {10.1145/2488608.2488650},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/stoc/HardtR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Hardt13,
author = {Moritz Hardt},
title = {Robust Subspace Iteration and Privacy-Preserving Spectral Analysis},
journal = {CoRR},
volume = {abs/1311.2495},
year = {2013},
url = {http://arxiv.org/abs/1311.2495},
eprinttype = {arXiv},
eprint = {1311.2495},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Hardt13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Hardt13a,
author = {Moritz Hardt},
title = {On the Provable Convergence of Alternating Minimization for Matrix
Completion},
journal = {CoRR},
volume = {abs/1312.0925},
year = {2013},
url = {http://arxiv.org/abs/1312.0925},
eprinttype = {arXiv},
eprint = {1312.0925},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Hardt13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/DworkHPRZ12,
author = {Cynthia Dwork and
Moritz Hardt and
Toniann Pitassi and
Omer Reingold and
Richard S. Zemel},
editor = {Shafi Goldwasser},
title = {Fairness through awareness},
booktitle = {Innovations in Theoretical Computer Science 2012, Cambridge, MA, USA,
January 8-10, 2012},
pages = {214--226},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2090236.2090255},
doi = {10.1145/2090236.2090255},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/innovations/DworkHPRZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/HardtST12,
author = {Moritz Hardt and
Nikhil Srivastava and
Madhur Tulsiani},
editor = {Shafi Goldwasser},
title = {Graph densification},
booktitle = {Innovations in Theoretical Computer Science 2012, Cambridge, MA, USA,
January 8-10, 2012},
pages = {380--392},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2090236.2090266},
doi = {10.1145/2090236.2090266},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/innovations/HardtST12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HardtLM12,
author = {Moritz Hardt and
Katrina Ligett and
Frank McSherry},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {A Simple and Practical Algorithm for Differentially Private Data Release},
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 = {2348--2356},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/208e43f0e45c4c78cafadb83d2888cb6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HardtLM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/HardtRS12,
author = {Moritz Hardt and
Guy N. Rothblum and
Rocco A. Servedio},
editor = {Yuval Rabani},
title = {Private data release via learning thresholds},
booktitle = {Proceedings of the Twenty-Third Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2012, Kyoto, Japan, January 17-19, 2012},
pages = {168--187},
publisher = {{SIAM}},
year = {2012},
url = {https://doi.org/10.1137/1.9781611973099.15},
doi = {10.1137/1.9781611973099.15},
timestamp = {Tue, 02 Feb 2021 17:07:31 +0100},
biburl = {https://dblp.org/rec/conf/soda/HardtRS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/HardtR12,
author = {Moritz Hardt and
Aaron Roth},
editor = {Howard J. Karloff and
Toniann Pitassi},
title = {Beating randomized response on incoherent matrices},
booktitle = {Proceedings of the 44th Symposium on Theory of Computing Conference,
{STOC} 2012, New York, NY, USA, May 19 - 22, 2012},
pages = {1255--1268},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2213977.2214088},
doi = {10.1145/2213977.2214088},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/stoc/HardtR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-0975,
author = {Moritz Hardt and
Aaron Roth},
title = {Beyond Worst-Case Analysis in Private Singular Vector Computation},
journal = {CoRR},
volume = {abs/1211.0975},
year = {2012},
url = {http://arxiv.org/abs/1211.0975},
eprinttype = {arXiv},
eprint = {1211.0975},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-0975.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-1041,
author = {Moritz Hardt and
Ankur Moitra},
title = {Can We Reconcile Robustness and Efficiency in Unsupervised Learning?},
journal = {CoRR},
volume = {abs/1211.1041},
year = {2012},
url = {http://arxiv.org/abs/1211.1041},
eprinttype = {arXiv},
eprint = {1211.1041},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-1041.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-1056,
author = {Moritz Hardt and
David P. Woodruff},
title = {How Robust are Linear Sketches to Adaptive Inputs?},
journal = {CoRR},
volume = {abs/1211.1056},
year = {2012},
url = {http://arxiv.org/abs/1211.1056},
eprinttype = {arXiv},
eprint = {1211.1056},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-1056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/BarakHHS11,
author = {Boaz Barak and
Moritz Hardt and
Thomas Holenstein and
David Steurer},
editor = {Dana Randall},
title = {Subsampling Mathematical Relaxations and Average-case Complexity},
booktitle = {Proceedings of the Twenty-Second Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2011, San Francisco, California, USA, January 23-25,
2011},
pages = {512--531},
publisher = {{SIAM}},
year = {2011},
url = {https://doi.org/10.1137/1.9781611973082.41},
doi = {10.1137/1.9781611973082.41},
timestamp = {Tue, 02 Feb 2021 17:07:23 +0100},
biburl = {https://dblp.org/rec/conf/soda/BarakHHS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/GuptaHRU11,
author = {Anupam Gupta and
Moritz Hardt and
Aaron Roth and
Jonathan R. Ullman},
editor = {Lance Fortnow and
Salil P. Vadhan},
title = {Privately releasing conjunctions and the statistical query barrier},
booktitle = {Proceedings of the 43rd {ACM} Symposium on Theory of Computing, {STOC}
2011, San Jose, CA, USA, 6-8 June 2011},
pages = {803--812},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1993636.1993742},
doi = {10.1145/1993636.1993742},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/stoc/GuptaHRU11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1104-3913,
author = {Cynthia Dwork and
Moritz Hardt and
Toniann Pitassi and
Omer Reingold and
Richard S. Zemel},
title = {Fairness Through Awareness},
journal = {CoRR},
volume = {abs/1104.3913},
year = {2011},
url = {http://arxiv.org/abs/1104.3913},
eprinttype = {arXiv},
eprint = {1104.3913},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1104-3913.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1107-2444,
author = {Moritz Hardt and
Guy N. Rothblum and
Rocco A. Servedio},
title = {Private Data Release via Learning Thresholds},
journal = {CoRR},
volume = {abs/1107.2444},
year = {2011},
url = {http://arxiv.org/abs/1107.2444},
eprinttype = {arXiv},
eprint = {1107.2444},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1107-2444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1111-0623,
author = {Moritz Hardt and
Aaron Roth},
title = {Beating Randomized Response on Incoherent Matrices},
journal = {CoRR},
volume = {abs/1111.0623},
year = {2011},
url = {http://arxiv.org/abs/1111.0623},
eprinttype = {arXiv},
eprint = {1111.0623},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1111-0623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/HardtR10,
author = {Moritz Hardt and
Guy N. Rothblum},
title = {A Multiplicative Weights Mechanism for Privacy-Preserving Data Analysis},
booktitle = {51th Annual {IEEE} Symposium on Foundations of Computer Science, {FOCS}
2010, October 23-26, 2010, Las Vegas, Nevada, {USA}},
pages = {61--70},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/FOCS.2010.85},
doi = {10.1109/FOCS.2010.85},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/HardtR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/HardtT10,
author = {Moritz Hardt and
Kunal Talwar},
editor = {Leonard J. Schulman},
title = {On the geometry of differential privacy},
booktitle = {Proceedings of the 42nd {ACM} Symposium on Theory of Computing, {STOC}
2010, Cambridge, Massachusetts, USA, 5-8 June 2010},
pages = {705--714},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1806689.1806786},
doi = {10.1145/1806689.1806786},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/HardtT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1011-1296,
author = {Anupam Gupta and
Moritz Hardt and
Aaron Roth and
Jonathan R. Ullman},
title = {Privately Releasing Conjunctions and the Statistical Query Barrier},
journal = {CoRR},
volume = {abs/1011.1296},
year = {2010},
url = {http://arxiv.org/abs/1011.1296},
eprinttype = {arXiv},
eprint = {1011.1296},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1011-1296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1012-4763,
author = {Moritz Hardt and
Katrina Ligett and
Frank McSherry},
title = {A simple and practical algorithm for differentially private data release},
journal = {CoRR},
volume = {abs/1012.4763},
year = {2010},
url = {http://arxiv.org/abs/1012.4763},
eprinttype = {arXiv},
eprint = {1012.4763},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1012-4763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipl/BlaserHLV09,
author = {Markus Bl{\"{a}}ser and
Moritz Hardt and
Richard J. Lipton and
Nisheeth K. Vishnoi},
title = {Deterministically testing sparse polynomial identities of unbounded
degree},
journal = {Inf. Process. Lett.},
volume = {109},
number = {3},
pages = {187--192},
year = {2009},
url = {https://doi.org/10.1016/j.ipl.2008.09.029},
doi = {10.1016/J.IPL.2008.09.029},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipl/BlaserHLV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/BarakHK09,
author = {Boaz Barak and
Moritz Hardt and
Satyen Kale},
editor = {Claire Mathieu},
title = {The uniform hardcore lemma via approximate Bregman projections},
booktitle = {Proceedings of the Twentieth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2009, New York, NY, USA, January 4-6, 2009},
pages = {1193--1200},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611973068.129},
doi = {10.1137/1.9781611973068.129},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/soda/BarakHK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0907-3754,
author = {Moritz Hardt and
Kunal Talwar},
title = {On the Geometry of Differential Privacy},
journal = {CoRR},
volume = {abs/0907.3754},
year = {2009},
url = {http://arxiv.org/abs/0907.3754},
eprinttype = {arXiv},
eprint = {0907.3754},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0907-3754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0911-5526,
author = {Boaz Barak and
Moritz Hardt and
Thomas Holenstein and
David Steurer},
title = {Subsampling Semidefinite Programs and Max-Cut on the Sphere},
journal = {CoRR},
volume = {abs/0911.5526},
year = {2009},
url = {http://arxiv.org/abs/0911.5526},
eprinttype = {arXiv},
eprint = {0911.5526},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0911-5526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/BarakHHS09,
author = {Boaz Barak and
Moritz Hardt and
Thomas Holenstein and
David Steurer},
title = {Subsampling Semidefinite Programs and Max-Cut on the Sphere},
journal = {Electron. Colloquium Comput. Complex.},
volume = {{TR09-129}},
year = {2009},
url = {https://eccc.weizmann.ac.il/report/2009/129},
eprinttype = {ECCC},
eprint = {TR09-129},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eccc/BarakHHS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/BarakHHRRS08,
author = {Boaz Barak and
Moritz Hardt and
Ishay Haviv and
Anup Rao and
Oded Regev and
David Steurer},
title = {Rounding Parallel Repetitions of Unique Games},
booktitle = {49th Annual {IEEE} Symposium on Foundations of Computer Science, {FOCS}
2008, October 25-28, 2008, Philadelphia, PA, {USA}},
pages = {374--383},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/FOCS.2008.55},
doi = {10.1109/FOCS.2008.55},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/BarakHHRRS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/BlaserHS08,
author = {Markus Bl{\"{a}}ser and
Moritz Hardt and
David Steurer},
editor = {Luca Aceto and
Ivan Damg{\aa}rd and
Leslie Ann Goldberg and
Magn{\'{u}}s M. Halld{\'{o}}rsson and
Anna Ing{\'{o}}lfsd{\'{o}}ttir and
Igor Walukiewicz},
title = {Asymptotically Optimal Hitting Sets Against Polynomials},
booktitle = {Automata, Languages and Programming, 35th International Colloquium,
{ICALP} 2008, Reykjavik, Iceland, July 7-11, 2008, Proceedings, Part
{I:} Tack {A:} Algorithms, Automata, Complexity, and Games},
series = {Lecture Notes in Computer Science},
volume = {5125},
pages = {345--356},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-70575-8\_29},
doi = {10.1007/978-3-540-70575-8\_29},
timestamp = {Fri, 27 Mar 2020 09:02:59 +0100},
biburl = {https://dblp.org/rec/conf/icalp/BlaserHS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/entcs/HardtS07,
author = {Moritz Hardt and
Gert Smolka},
editor = {Patrick Blackburn and
Thomas Bolander and
Torben Bra{\"{u}}ner and
Valeria de Paiva and
J{\o}rgen Villadsen},
title = {Higher-Order Syntax and Saturation Algorithms for Hybrid Logic},
booktitle = {Proceedings of the International Workshop on Hybrid Logic, HyLo@FLoC
2006, Seattle, WA, USA, August 11, 2006},
series = {Electronic Notes in Theoretical Computer Science},
volume = {174},
number = {6},
pages = {15--27},
publisher = {Elsevier},
year = {2006},
url = {https://doi.org/10.1016/j.entcs.2006.11.023},
doi = {10.1016/J.ENTCS.2006.11.023},
timestamp = {Fri, 27 Jan 2023 13:46:56 +0100},
biburl = {https://dblp.org/rec/journals/entcs/HardtS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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