BibTeX records: Gregory Valiant

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@inproceedings{DBLP:conf/innovations/Valiant24,
  author       = {Gregory Valiant},
  editor       = {Venkatesan Guruswami},
  title        = {Matrix Multiplication in Quadratic Time and Energy? Towards a Fine-Grained
                  Energy-Centric Church-Turing Thesis},
  booktitle    = {15th Innovations in Theoretical Computer Science Conference, {ITCS}
                  2024, January 30 to February 2, 2024, Berkeley, CA, {USA}},
  series       = {LIPIcs},
  volume       = {287},
  pages        = {96:1--96:13},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
  year         = {2024},
  url          = {https://doi.org/10.4230/LIPIcs.ITCS.2024.96},
  doi          = {10.4230/LIPICS.ITCS.2024.96},
  timestamp    = {Wed, 24 Jan 2024 15:25:09 +0100},
  biburl       = {https://dblp.org/rec/conf/innovations/Valiant24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaoLV23,
  author       = {Steven Cao and
                  Percy Liang and
                  Gregory Valiant},
  editor       = {Andreas Krause and
                  Emma Brunskill and
                  Kyunghyun Cho and
                  Barbara Engelhardt and
                  Sivan Sabato and
                  Jonathan Scarlett},
  title        = {One-sided Matrix Completion from Two Observations Per Row},
  booktitle    = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
                  2023, Honolulu, Hawaii, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {3599--3624},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v202/cao23d.html},
  timestamp    = {Mon, 28 Aug 2023 17:23:08 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/CaoLV23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MarsdenSSV23,
  author       = {Annie Marsden and
                  Vatsal Sharan and
                  Aaron Sidford and
                  Gregory Valiant},
  title        = {Efficient Convex Optimization Requires Superlinear Memory (Extended
                  Abstract)},
  booktitle    = {Proceedings of the Thirty-Second International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
                  SAR, China},
  pages        = {6468--6473},
  publisher    = {ijcai.org},
  year         = {2023},
  url          = {https://doi.org/10.24963/ijcai.2023/722},
  doi          = {10.24963/IJCAI.2023/722},
  timestamp    = {Mon, 28 Aug 2023 17:23:07 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/MarsdenSSV23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/QiaoV23,
  author       = {Mingda Qiao and
                  Gregory Valiant},
  editor       = {Yael Tauman Kalai},
  title        = {Online Pen Testing},
  booktitle    = {14th Innovations in Theoretical Computer Science Conference, {ITCS}
                  2023, January 10-13, 2023, MIT, Cambridge, Massachusetts, {USA}},
  series       = {LIPIcs},
  volume       = {251},
  pages        = {91:1--91:26},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
  year         = {2023},
  url          = {https://doi.org/10.4230/LIPIcs.ITCS.2023.91},
  doi          = {10.4230/LIPICS.ITCS.2023.91},
  timestamp    = {Thu, 02 Feb 2023 12:50:42 +0100},
  biburl       = {https://dblp.org/rec/conf/innovations/QiaoV23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangZCWVL23,
  author       = {Qian Huang and
                  Eric Zelikman and
                  Sarah Chen and
                  Yuhuai Wu and
                  Gregory Valiant and
                  Percy Liang},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Lexinvariant Language Models},
  booktitle    = {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          = {http://papers.nips.cc/paper\_files/paper/2023/hash/4b734e95f0788a030a69caa987516186-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/HuangZCWVL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16349,
  author       = {Qian Huang and
                  Eric Zelikman and
                  Sarah Li Chen and
                  Yuhuai Wu and
                  Gregory Valiant and
                  Percy Liang},
  title        = {Lexinvariant Language Models},
  journal      = {CoRR},
  volume       = {abs/2305.16349},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.16349},
  doi          = {10.48550/ARXIV.2305.16349},
  eprinttype    = {arXiv},
  eprint       = {2305.16349},
  timestamp    = {Wed, 07 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-16349.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04049,
  author       = {Steven Cao and
                  Percy Liang and
                  Gregory Valiant},
  title        = {One-sided Matrix Completion from Two Observations Per Row},
  journal      = {CoRR},
  volume       = {abs/2306.04049},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.04049},
  doi          = {10.48550/ARXIV.2306.04049},
  eprinttype    = {arXiv},
  eprint       = {2306.04049},
  timestamp    = {Tue, 13 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-04049.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-11194,
  author       = {Shivam Garg and
                  Chirag Pabbaraju and
                  Kirankumar Shiragur and
                  Gregory Valiant},
  title        = {Testing with Non-identically Distributed Samples},
  journal      = {CoRR},
  volume       = {abs/2311.11194},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.11194},
  doi          = {10.48550/ARXIV.2311.11194},
  eprinttype    = {arXiv},
  eprint       = {2311.11194},
  timestamp    = {Thu, 23 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-11194.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-16342,
  author       = {Gregory Valiant},
  title        = {Matrix Multiplication in Quadratic Time and Energy? Towards a Fine-Grained
                  Energy-Centric Church-Turing Thesis},
  journal      = {CoRR},
  volume       = {abs/2311.16342},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.16342},
  doi          = {10.48550/ARXIV.2311.16342},
  eprinttype    = {arXiv},
  eprint       = {2311.16342},
  timestamp    = {Mon, 04 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-16342.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-02417,
  author       = {Spencer Compton and
                  Gregory Valiant},
  title        = {Near-Optimal Mean Estimation with Unknown, Heteroskedastic Variances},
  journal      = {CoRR},
  volume       = {abs/2312.02417},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.02417},
  doi          = {10.48550/ARXIV.2312.02417},
  eprinttype    = {arXiv},
  eprint       = {2312.02417},
  timestamp    = {Tue, 02 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-02417.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MarsdenSSV22,
  author       = {Annie Marsden and
                  Vatsal Sharan and
                  Aaron Sidford and
                  Gregory Valiant},
  editor       = {Po{-}Ling Loh and
                  Maxim Raginsky},
  title        = {Efficient Convex Optimization Requires Superlinear Memory},
  booktitle    = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {178},
  pages        = {2390--2430},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v178/marsden22a.html},
  timestamp    = {Tue, 12 Jul 2022 17:36:51 +0200},
  biburl       = {https://dblp.org/rec/conf/colt/MarsdenSSV22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KelnerMSSVY22,
  author       = {Jonathan A. Kelner and
                  Annie Marsden and
                  Vatsal Sharan and
                  Aaron Sidford and
                  Gregory Valiant and
                  Honglin Yuan},
  editor       = {Po{-}Ling Loh and
                  Maxim Raginsky},
  title        = {Big-Step-Little-Step: Efficient Gradient Methods for Objectives with
                  Multiple Scales},
  booktitle    = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {178},
  pages        = {2431--2540},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v178/kelner22a.html},
  timestamp    = {Tue, 12 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/colt/KelnerMSSVY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001TLV22,
  author       = {Shivam Garg and
                  Dimitris Tsipras and
                  Percy Liang and
                  Gregory Valiant},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {What Can Transformers Learn In-Context? {A} Case Study of Simple Function
                  Classes},
  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/c529dba08a146ea8d6cf715ae8930cbe-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/0001TLV22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-04315,
  author       = {Brian Axelrod and
                  Shivam Garg and
                  Yanjun Han and
                  Vatsal Sharan and
                  Gregory Valiant},
  title        = {On the Statistical Complexity of Sample Amplification},
  journal      = {CoRR},
  volume       = {abs/2201.04315},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.04315},
  eprinttype    = {arXiv},
  eprint       = {2201.04315},
  timestamp    = {Fri, 21 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-04315.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-15260,
  author       = {Annie Marsden and
                  Vatsal Sharan and
                  Aaron Sidford and
                  Gregory Valiant},
  title        = {Efficient Convex Optimization Requires Superlinear Memory},
  journal      = {CoRR},
  volume       = {abs/2203.15260},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.15260},
  doi          = {10.48550/ARXIV.2203.15260},
  eprinttype    = {arXiv},
  eprint       = {2203.15260},
  timestamp    = {Mon, 04 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-15260.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-12615,
  author       = {Theo Jepsen and
                  Stephen Ibanez and
                  Gregory Valiant and
                  Nick McKeown},
  title        = {From Sand to Flour: The Next Leap in Granular Computing with NanoSort},
  journal      = {CoRR},
  volume       = {abs/2204.12615},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.12615},
  doi          = {10.48550/ARXIV.2204.12615},
  eprinttype    = {arXiv},
  eprint       = {2204.12615},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-12615.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-01066,
  author       = {Shivam Garg and
                  Dimitris Tsipras and
                  Percy Liang and
                  Gregory Valiant},
  title        = {What Can Transformers Learn In-Context? {A} Case Study of Simple Function
                  Classes},
  journal      = {CoRR},
  volume       = {abs/2208.01066},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2208.01066},
  doi          = {10.48550/ARXIV.2208.01066},
  eprinttype    = {arXiv},
  eprint       = {2208.01066},
  timestamp    = {Tue, 09 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-01066.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00655,
  author       = {Mingda Qiao and
                  Gregory Valiant},
  title        = {Online Pen Testing},
  journal      = {CoRR},
  volume       = {abs/2210.00655},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.00655},
  doi          = {10.48550/ARXIV.2210.00655},
  eprinttype    = {arXiv},
  eprint       = {2210.00655},
  timestamp    = {Fri, 07 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-00655.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChandraKV20,
  author       = {Kartik Chandra and
                  Chuma Kabaghe and
                  Gregory Valiant},
  editor       = {Chengqing Zong and
                  Fei Xia and
                  Wenjie Li and
                  Roberto Navigli},
  title        = {Beyond Laurel/Yanny: An Autoencoder-Enabled Search for Polyperceivable
                  Audio},
  booktitle    = {Proceedings of the 59th Annual Meeting of the Association for Computational
                  Linguistics and the 11th International Joint Conference on Natural
                  Language Processing, {ACL/IJCNLP} 2021, (Volume 2: Short Papers),
                  Virtual Event, August 1-6, 2021},
  pages        = {593--598},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.acl-short.75},
  doi          = {10.18653/V1/2021.ACL-SHORT.75},
  timestamp    = {Mon, 09 Aug 2021 16:25:37 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ChandraKV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MarsdenDV21,
  author       = {Annie Marsden and
                  John C. Duchi and
                  Gregory Valiant},
  editor       = {Arindam Banerjee and
                  Kenji Fukumizu},
  title        = {Misspecification in Prediction Problems and Robustness via Improper
                  Learning},
  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        = {2161--2169},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v130/marsden21a.html},
  timestamp    = {Thu, 02 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/MarsdenDV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/QiaoV21,
  author       = {Mingda Qiao and
                  Gregory Valiant},
  editor       = {Mikhail Belkin and
                  Samory Kpotufe},
  title        = {Exponential Weights Algorithms for Selective Learning},
  booktitle    = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
                  Colorado, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {134},
  pages        = {3833--3858},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v134/qiao21a.html},
  timestamp    = {Wed, 25 Aug 2021 17:11:16 +0200},
  biburl       = {https://dblp.org/rec/conf/colt/QiaoV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TaiBV21,
  author       = {Kai Sheng Tai and
                  Peter Bailis and
                  Gregory Valiant},
  editor       = {Marina Meila and
                  Tong Zhang},
  title        = {Sinkhorn Label Allocation: Semi-Supervised Classification via Annealed
                  Self-Training},
  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        = {10065--10075},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v139/tai21a.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/TaiBV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/QiaoV21,
  author       = {Mingda Qiao and
                  Gregory Valiant},
  editor       = {Samir Khuller and
                  Virginia Vassilevska Williams},
  title        = {Stronger calibration lower bounds via sidestepping},
  booktitle    = {{STOC} '21: 53rd Annual {ACM} {SIGACT} Symposium on Theory of Computing,
                  Virtual Event, Italy, June 21-25, 2021},
  pages        = {456--466},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3406325.3451050},
  doi          = {10.1145/3406325.3451050},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/stoc/QiaoV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-05234,
  author       = {Annie Marsden and
                  John C. Duchi and
                  Gregory Valiant},
  title        = {On Misspecification in Prediction Problems and Robustness via Improper
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2101.05234},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.05234},
  eprinttype    = {arXiv},
  eprint       = {2101.05234},
  timestamp    = {Tue, 02 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-05234.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-08622,
  author       = {Kai Sheng Tai and
                  Peter Bailis and
                  Gregory Valiant},
  title        = {Sinkhorn Label Allocation: Semi-Supervised Classification via Annealed
                  Self-Training},
  journal      = {CoRR},
  volume       = {abs/2102.08622},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.08622},
  eprinttype    = {arXiv},
  eprint       = {2102.08622},
  timestamp    = {Fri, 19 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-08622.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-15662,
  author       = {Mingda Qiao and
                  Gregory Valiant},
  title        = {Exponential Weights Algorithms for Selective Learning},
  journal      = {CoRR},
  volume       = {abs/2106.15662},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.15662},
  eprinttype    = {arXiv},
  eprint       = {2106.15662},
  timestamp    = {Mon, 05 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-15662.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-03137,
  author       = {Jonathan A. Kelner and
                  Annie Marsden and
                  Vatsal Sharan and
                  Aaron Sidford and
                  Gregory Valiant and
                  Honglin Yuan},
  title        = {Big-Step-Little-Step: Efficient Gradient Methods for Objectives with
                  Multiple Scales},
  journal      = {CoRR},
  volume       = {abs/2111.03137},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.03137},
  eprinttype    = {arXiv},
  eprint       = {2111.03137},
  timestamp    = {Wed, 10 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-03137.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KongBV20,
  author       = {Weihao Kong and
                  Emma Brunskill and
                  Gregory Valiant},
  editor       = {Silvia Chiappa and
                  Roberto Calandra},
  title        = {Sublinear Optimal Policy Value Estimation in Contextual Bandits},
  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        = {4377--4387},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v108/kong20b.html},
  timestamp    = {Mon, 29 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/KongBV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BlancGVV20,
  author       = {Guy Blanc and
                  Neha Gupta and
                  Gregory Valiant and
                  Paul Valiant},
  editor       = {Jacob D. Abernethy and
                  Shivani Agarwal},
  title        = {Implicit regularization for deep neural networks driven by an Ornstein-Uhlenbeck
                  like process},
  booktitle    = {Conference on Learning Theory, {COLT} 2020, 9-12 July 2020, Virtual
                  Event [Graz, Austria]},
  series       = {Proceedings of Machine Learning Research},
  volume       = {125},
  pages        = {483--513},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v125/blanc20a.html},
  timestamp    = {Fri, 27 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/colt/BlancGVV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Axelrod0SV20,
  author       = {Brian Axelrod and
                  Shivam Garg and
                  Vatsal Sharan and
                  Gregory Valiant},
  title        = {Sample Amplification: Increasing Dataset Size even when Learning is
                  Impossible},
  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        = {442--451},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/axelrod20a.html},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/Axelrod0SV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuZVR20,
  author       = {Sen Wu and
                  Hongyang R. Zhang and
                  Gregory Valiant and
                  Christopher R{\'{e}}},
  title        = {On the Generalization Effects of Linear Transformations in Data Augmentation},
  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        = {10410--10420},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/wu20g.html},
  timestamp    = {Thu, 04 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/WuZVR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenVV20,
  author       = {Justin Y. Chen and
                  Gregory Valiant and
                  Paul Valiant},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Worst-Case Analysis for Randomly Collected Data},
  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/d34a281acc62c6bec66425f0ad6dd645-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ChenVV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/cu/20/ValiantV20,
  author       = {Gregory Valiant and
                  Paul Valiant},
  editor       = {Tim Roughgarden},
  title        = {Instance Optimal Distribution Testing and Learning},
  booktitle    = {Beyond the Worst-Case Analysis of Algorithms},
  pages        = {506--526},
  publisher    = {Cambridge University Press},
  year         = {2020},
  url          = {https://doi.org/10.1017/9781108637435.029},
  doi          = {10.1017/9781108637435.029},
  timestamp    = {Mon, 04 Jan 2021 16:41:48 +0100},
  biburl       = {https://dblp.org/rec/books/cu/20/ValiantV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00695,
  author       = {Sen Wu and
                  Hongyang R. Zhang and
                  Gregory Valiant and
                  Christopher R{\'{e}}},
  title        = {On the Generalization Effects of Linear Transformations in Data Augmentation},
  journal      = {CoRR},
  volume       = {abs/2005.00695},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.00695},
  eprinttype    = {arXiv},
  eprint       = {2005.00695},
  timestamp    = {Fri, 08 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-00695.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03454,
  author       = {Mingda Qiao and
                  Gregory Valiant},
  title        = {Stronger Calibration Lower Bounds via Sidestepping},
  journal      = {CoRR},
  volume       = {abs/2012.03454},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.03454},
  eprinttype    = {arXiv},
  eprint       = {2012.03454},
  timestamp    = {Wed, 09 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-03454.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/GuanV19,
  author       = {Melody Y. Guan and
                  Gregory Valiant},
  editor       = {Ashok K. Goel and
                  Colleen M. Seifert and
                  Christian Freksa},
  title        = {A Surprising Density of Illusionable Natural Speech},
  booktitle    = {Proceedings of the 41th Annual Meeting of the Cognitive Science Society,
                  CogSci 2019: Creativity + Cognition + Computation, Montreal, Canada,
                  July 24-27, 2019},
  pages        = {1871},
  publisher    = {cognitivesciencesociety.org},
  year         = {2019},
  url          = {https://mindmodeling.org/cogsci2019/papers/0329/index.html},
  timestamp    = {Wed, 17 Apr 2024 12:43:09 +0200},
  biburl       = {https://dblp.org/rec/conf/cogsci/GuanV19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/QiaoV19,
  author       = {Mingda Qiao and
                  Gregory Valiant},
  editor       = {Alina Beygelzimer and
                  Daniel Hsu},
  title        = {A Theory of Selective Prediction},
  booktitle    = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
                  AZ, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {99},
  pages        = {2580--2594},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v99/qiao19a.html},
  timestamp    = {Mon, 08 Jul 2019 16:13:41 +0200},
  biburl       = {https://dblp.org/rec/conf/colt/QiaoV19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SharanTBV19,
  author       = {Vatsal Sharan and
                  Kai Sheng Tai and
                  Peter Bailis and
                  Gregory Valiant},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Compressed Factorization: Fast and Accurate Low-Rank Factorization
                  of Compressively-Sensed Data},
  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        = {5690--5700},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/sharan19a.html},
  timestamp    = {Tue, 11 Jun 2019 15:37:38 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SharanTBV19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TaiBV19,
  author       = {Kai Sheng Tai and
                  Peter Bailis and
                  Gregory Valiant},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Equivariant Transformer Networks},
  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        = {6086--6095},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/tai19a.html},
  timestamp    = {Tue, 11 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/TaiBV19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VinayakKVK19,
  author       = {Ramya Korlakai Vinayak and
                  Weihao Kong and
                  Gregory Valiant and
                  Sham M. Kakade},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Maximum Likelihood Estimation for Learning Populations of Parameters},
  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        = {6448--6457},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/vinayak19a.html},
  timestamp    = {Tue, 23 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/VinayakKVK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GinartGVZ19,
  author       = {Antonio Ginart and
                  Melody Y. Guan and
                  Gregory Valiant and
                  James Zou},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {Making {AI} Forget You: Data Deletion 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        = {3513--3526},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/cb79f8fa58b91d3af6c9c991f63962d3-Abstract.html},
  timestamp    = {Thu, 07 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/GinartGVZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AxelrodDSSV19,
  author       = {Brian Axelrod and
                  Ilias Diakonikolas and
                  Alistair Stewart and
                  Anastasios Sidiropoulos and
                  Gregory Valiant},
  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 Polynomial Time Algorithm for Log-Concave Maximum Likelihood via
                  Locally Exponential Families},
  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        = {7721--7733},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/77cdfc1e11e36a23bb030892ee00b8cf-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/AxelrodDSSV19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/SharanSV19,
  author       = {Vatsal Sharan and
                  Aaron Sidford and
                  Gregory Valiant},
  editor       = {Moses Charikar and
                  Edith Cohen},
  title        = {Memory-sample tradeoffs for linear regression with small error},
  booktitle    = {Proceedings of the 51st Annual {ACM} {SIGACT} Symposium on Theory
                  of Computing, {STOC} 2019, Phoenix, AZ, USA, June 23-26, 2019},
  pages        = {890--901},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3313276.3316403},
  doi          = {10.1145/3313276.3316403},
  timestamp    = {Sat, 22 Jun 2019 17:42:26 +0200},
  biburl       = {https://dblp.org/rec/conf/stoc/SharanSV19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-11399,
  author       = {Kai Sheng Tai and
                  Peter Bailis and
                  Gregory Valiant},
  title        = {Equivariant Transformer Networks},
  journal      = {CoRR},
  volume       = {abs/1901.11399},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.11399},
  eprinttype    = {arXiv},
  eprint       = {1901.11399},
  timestamp    = {Mon, 04 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-11399.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-04256,
  author       = {Mingda Qiao and
                  Gregory Valiant},
  title        = {A Theory of Selective Prediction},
  journal      = {CoRR},
  volume       = {abs/1902.04256},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.04256},
  eprinttype    = {arXiv},
  eprint       = {1902.04256},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-04256.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-04553,
  author       = {Ramya Korlakai Vinayak and
                  Weihao Kong and
                  Gregory Valiant and
                  Sham M. Kakade},
  title        = {Maximum Likelihood Estimation for Learning Populations of Parameters},
  journal      = {CoRR},
  volume       = {abs/1902.04553},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.04553},
  eprinttype    = {arXiv},
  eprint       = {1902.04553},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-04553.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-08544,
  author       = {Vatsal Sharan and
                  Aaron Sidford and
                  Gregory Valiant},
  title        = {Memory-Sample Tradeoffs for Linear Regression with Small Error},
  journal      = {CoRR},
  volume       = {abs/1904.08544},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.08544},
  eprinttype    = {arXiv},
  eprint       = {1904.08544},
  timestamp    = {Fri, 26 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-08544.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-09080,
  author       = {Guy Blanc and
                  Neha Gupta and
                  Gregory Valiant and
                  Paul Valiant},
  title        = {Implicit regularization for deep neural networks driven by an Ornstein-Uhlenbeck
                  like process},
  journal      = {CoRR},
  volume       = {abs/1904.09080},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.09080},
  eprinttype    = {arXiv},
  eprint       = {1904.09080},
  timestamp    = {Fri, 04 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-09080.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12053,
  author       = {Brian Axelrod and
                  Shivam Garg and
                  Vatsal Sharan and
                  Gregory Valiant},
  title        = {Sample Amplification: Increasing Dataset Size even when Learning is
                  Impossible},
  journal      = {CoRR},
  volume       = {abs/1904.12053},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.12053},
  eprinttype    = {arXiv},
  eprint       = {1904.12053},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-12053.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01040,
  author       = {Melody Y. Guan and
                  Gregory Valiant},
  title        = {A Surprising Density of Illusionable Natural Speech},
  journal      = {CoRR},
  volume       = {abs/1906.01040},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.01040},
  eprinttype    = {arXiv},
  eprint       = {1906.01040},
  timestamp    = {Thu, 13 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-01040.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-05012,
  author       = {Antonio Ginart and
                  Melody Y. Guan and
                  Gregory Valiant and
                  James Zou},
  title        = {Making {AI} Forget You: Data Deletion in Machine Learning},
  journal      = {CoRR},
  volume       = {abs/1907.05012},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.05012},
  eprinttype    = {arXiv},
  eprint       = {1907.05012},
  timestamp    = {Thu, 07 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-05012.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-08306,
  author       = {Brian Axelrod and
                  Ilias Diakonikolas and
                  Anastasios Sidiropoulos and
                  Alistair Stewart and
                  Gregory Valiant},
  title        = {A Polynomial Time Algorithm for Log-Concave Maximum Likelihood via
                  Locally Exponential Families},
  journal      = {CoRR},
  volume       = {abs/1907.08306},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.08306},
  eprinttype    = {arXiv},
  eprint       = {1907.08306},
  timestamp    = {Tue, 23 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-08306.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-03605,
  author       = {Justin Y. Chen and
                  Gregory Valiant and
                  Paul Valiant},
  title        = {How bad is worst-case data if you know where it comes from?},
  journal      = {CoRR},
  volume       = {abs/1911.03605},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.03605},
  eprinttype    = {arXiv},
  eprint       = {1911.03605},
  timestamp    = {Sun, 01 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-03605.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-06111,
  author       = {Weihao Kong and
                  Gregory Valiant and
                  Emma Brunskill},
  title        = {Sublinear Optimal Policy Value Estimation in Contextual Bandits},
  journal      = {CoRR},
  volume       = {abs/1912.06111},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.06111},
  eprinttype    = {arXiv},
  eprint       = {1912.06111},
  timestamp    = {Thu, 02 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-06111.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MeisterV18,
  author       = {Michela Meister and
                  Gregory Valiant},
  editor       = {S{\'{e}}bastien Bubeck and
                  Vianney Perchet and
                  Philippe Rigollet},
  title        = {A Data Prism: Semi-verified learning in the small-alpha regime},
  booktitle    = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9
                  July 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {75},
  pages        = {1530--1546},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v75/meister18a.html},
  timestamp    = {Wed, 03 Apr 2019 18:17:23 +0200},
  biburl       = {https://dblp.org/rec/conf/colt/MeisterV18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/SteinhardtCV18,
  author       = {Jacob Steinhardt and
                  Moses Charikar and
                  Gregory Valiant},
  editor       = {Anna R. Karlin},
  title        = {Resilience: {A} Criterion for Learning in the Presence of Arbitrary
                  Outliers},
  booktitle    = {9th Innovations in Theoretical Computer Science Conference, {ITCS}
                  2018, January 11-14, 2018, Cambridge, MA, {USA}},
  series       = {LIPIcs},
  volume       = {94},
  pages        = {45:1--45:21},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
  year         = {2018},
  url          = {https://doi.org/10.4230/LIPIcs.ITCS.2018.45},
  doi          = {10.4230/LIPICS.ITCS.2018.45},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/innovations/SteinhardtCV18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/HuangKKV18,
  author       = {Qingqing Huang and
                  Sham M. Kakade and
                  Weihao Kong and
                  Gregory Valiant},
  editor       = {Anna R. Karlin},
  title        = {Recovering Structured Probability Matrices},
  booktitle    = {9th Innovations in Theoretical Computer Science Conference, {ITCS}
                  2018, January 11-14, 2018, Cambridge, MA, {USA}},
  series       = {LIPIcs},
  volume       = {94},
  pages        = {46:1--46:14},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
  year         = {2018},
  url          = {https://doi.org/10.4230/LIPIcs.ITCS.2018.46},
  doi          = {10.4230/LIPICS.ITCS.2018.46},
  timestamp    = {Fri, 19 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/innovations/HuangKKV18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/QiaoV18,
  author       = {Mingda Qiao and
                  Gregory Valiant},
  editor       = {Anna R. Karlin},
  title        = {Learning Discrete Distributions from Untrusted Batches},
  booktitle    = {9th Innovations in Theoretical Computer Science Conference, {ITCS}
                  2018, January 11-14, 2018, Cambridge, MA, {USA}},
  series       = {LIPIcs},
  volume       = {94},
  pages        = {47:1--47:20},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
  year         = {2018},
  url          = {https://doi.org/10.4230/LIPIcs.ITCS.2018.47},
  doi          = {10.4230/LIPICS.ITCS.2018.47},
  timestamp    = {Thu, 23 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/innovations/QiaoV18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Cohen-SteinerKS18,
  author       = {David Cohen{-}Steiner and
                  Weihao Kong and
                  Christian Sohler and
                  Gregory Valiant},
  editor       = {Yike Guo and
                  Faisal Farooq},
  title        = {Approximating the Spectrum of a Graph},
  booktitle    = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
                  August 19-23, 2018},
  pages        = {1263--1271},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3219819.3220119},
  doi          = {10.1145/3219819.3220119},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/Cohen-SteinerKS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KongV18,
  author       = {Weihao Kong and
                  Gregory Valiant},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {Estimating Learnability in the Sublinear Data Regime},
  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        = {5460--5469},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/8bd39eae38511daad6152e84545e504d-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/KongV18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GargSZV18,
  author       = {Shivam Garg and
                  Vatsal Sharan and
                  Brian Hu Zhang and
                  Gregory Valiant},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {A Spectral View of Adversarially Robust Features},
  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        = {10159--10169},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/033cc385728c51d97360020ed57776f0-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/GargSZV18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/TaiSBV18,
  author       = {Kai Sheng Tai and
                  Vatsal Sharan and
                  Peter Bailis and
                  Gregory Valiant},
  editor       = {Gautam Das and
                  Christopher M. Jermaine and
                  Philip A. Bernstein},
  title        = {Sketching Linear Classifiers over Data Streams},
  booktitle    = {Proceedings of the 2018 International Conference on Management of
                  Data, {SIGMOD} Conference 2018, Houston, TX, USA, June 10-15, 2018},
  pages        = {757--772},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3183713.3196930},
  doi          = {10.1145/3183713.3196930},
  timestamp    = {Wed, 21 Nov 2018 12:44:08 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/TaiSBV18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/SharanKLV18,
  author       = {Vatsal Sharan and
                  Sham M. Kakade and
                  Percy Liang and
                  Gregory Valiant},
  editor       = {Ilias Diakonikolas and
                  David Kempe and
                  Monika Henzinger},
  title        = {Prediction with a short memory},
  booktitle    = {Proceedings of the 50th Annual {ACM} {SIGACT} Symposium on Theory
                  of Computing, {STOC} 2018, Los Angeles, CA, USA, June 25-29, 2018},
  pages        = {1074--1087},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3188745.3188954},
  doi          = {10.1145/3188745.3188954},
  timestamp    = {Tue, 23 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/stoc/SharanKLV18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-01626,
  author       = {Weihao Kong and
                  Gregory Valiant},
  title        = {Estimating Learnability in the Sublinear Data Regime},
  journal      = {CoRR},
  volume       = {abs/1805.01626},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.01626},
  eprinttype    = {arXiv},
  eprint       = {1805.01626},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-01626.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-03204,
  author       = {Brian Axelrod and
                  Gregory Valiant},
  title        = {An Efficient Algorithm for High-Dimensional Log-Concave Maximum Likelihood},
  journal      = {CoRR},
  volume       = {abs/1811.03204},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.03204},
  eprinttype    = {arXiv},
  eprint       = {1811.03204},
  timestamp    = {Thu, 22 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-03204.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06609,
  author       = {Shivam Garg and
                  Vatsal Sharan and
                  Brian Hu Zhang and
                  Gregory Valiant},
  title        = {A Spectral View of Adversarially Robust Features},
  journal      = {CoRR},
  volume       = {abs/1811.06609},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.06609},
  eprinttype    = {arXiv},
  eprint       = {1811.06609},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-06609.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jacm/ValiantV17,
  author       = {Gregory Valiant and
                  Paul Valiant},
  title        = {Estimating the Unseen: Improved Estimators for Entropy and Other Properties},
  journal      = {J. {ACM}},
  volume       = {64},
  number       = {6},
  pages        = {37:1--37:41},
  year         = {2017},
  url          = {https://doi.org/10.1145/3125643},
  doi          = {10.1145/3125643},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jacm/ValiantV17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/ValiantV17,
  author       = {Gregory Valiant and
                  Paul Valiant},
  title        = {An Automatic Inequality Prover and Instance Optimal Identity Testing},
  journal      = {{SIAM} J. Comput.},
  volume       = {46},
  number       = {1},
  pages        = {429--455},
  year         = {2017},
  url          = {https://doi.org/10.1137/151002526},
  doi          = {10.1137/151002526},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamcomp/ValiantV17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaghunathanVZ17,
  author       = {Aditi Raghunathan and
                  Gregory Valiant and
                  James Zou},
  editor       = {Doina Precup and
                  Yee Whye Teh},
  title        = {Estimating the unseen from multiple populations},
  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        = {2855--2863},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v70/raghunathan17a.html},
  timestamp    = {Thu, 22 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/RaghunathanVZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SharanV17,
  author       = {Vatsal Sharan and
                  Gregory Valiant},
  editor       = {Doina Precup and
                  Yee Whye Teh},
  title        = {Orthogonalized {ALS:} {A} Theoretically Principled Tensor Decomposition
                  Algorithm for Practical Use},
  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        = {3095--3104},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v70/sharan17a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SharanV17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SharanKLV17,
  author       = {Vatsal Sharan and
                  Sham M. Kakade and
                  Percy Liang and
                  Gregory Valiant},
  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        = {Learning Overcomplete HMMs},
  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        = {940--949},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/6aca97005c68f1206823815f66102863-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 13:58:27 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/SharanKLV17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TianKV17,
  author       = {Kevin Tian and
                  Weihao Kong and
                  Gregory Valiant},
  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        = {Learning Populations of Parameters},
  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        = {5778--5787},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/bc4e356fee1972242c8f7eabf4dff517-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/TianKV17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/CharikarSV17,
  author       = {Moses Charikar and
                  Jacob Steinhardt and
                  Gregory Valiant},
  editor       = {Hamed Hatami and
                  Pierre McKenzie and
                  Valerie King},
  title        = {Learning from untrusted data},
  booktitle    = {Proceedings of the 49th Annual {ACM} {SIGACT} Symposium on Theory
                  of Computing, {STOC} 2017, Montreal, QC, Canada, June 19-23, 2017},
  pages        = {47--60},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3055399.3055491},
  doi          = {10.1145/3055399.3055491},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/stoc/CharikarSV17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SharanV17,
  author       = {Vatsal Sharan and
                  Gregory Valiant},
  title        = {Orthogonalized {ALS:} {A} Theoretically Principled Tensor Decomposition
                  Algorithm for Practical Use},
  journal      = {CoRR},
  volume       = {abs/1703.01804},
  year         = {2017},
  url          = {http://arxiv.org/abs/1703.01804},
  eprinttype    = {arXiv},
  eprint       = {1703.01804},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/SharanV17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SteinhardtCV17,
  author       = {Jacob Steinhardt and
                  Moses Charikar and
                  Gregory Valiant},
  title        = {Resilience: {A} Criterion for Learning in the Presence of Arbitrary
                  Outliers},
  journal      = {CoRR},
  volume       = {abs/1703.04940},
  year         = {2017},
  url          = {http://arxiv.org/abs/1703.04940},
  eprinttype    = {arXiv},
  eprint       = {1703.04940},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/SteinhardtCV17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SharanTBV17,
  author       = {Vatsal Sharan and
                  Kai Sheng Tai and
                  Peter Bailis and
                  Gregory Valiant},
  title        = {There and Back Again: {A} General Approach to Learning Sparse Models},
  journal      = {CoRR},
  volume       = {abs/1706.08146},
  year         = {2017},
  url          = {http://arxiv.org/abs/1706.08146},
  eprinttype    = {arXiv},
  eprint       = {1706.08146},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/SharanTBV17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RaghunathanVZ17,
  author       = {Aditi Raghunathan and
                  Gregory Valiant and
                  James Zou},
  title        = {Estimating the unseen from multiple populations},
  journal      = {CoRR},
  volume       = {abs/1707.03854},
  year         = {2017},
  url          = {http://arxiv.org/abs/1707.03854},
  eprinttype    = {arXiv},
  eprint       = {1707.03854},
  timestamp    = {Thu, 22 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/RaghunathanVZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-02740,
  author       = {Michela Meister and
                  Gregory Valiant},
  title        = {A Data Prism: Semi-Verified Learning in the Small-Alpha Regime},
  journal      = {CoRR},
  volume       = {abs/1708.02740},
  year         = {2017},
  url          = {http://arxiv.org/abs/1708.02740},
  eprinttype    = {arXiv},
  eprint       = {1708.02740},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1708-02740.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-02707,
  author       = {Kevin Tian and
                  Weihao Kong and
                  Gregory Valiant},
  title        = {Optimally Learning Populations of Parameters},
  journal      = {CoRR},
  volume       = {abs/1709.02707},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.02707},
  eprinttype    = {arXiv},
  eprint       = {1709.02707},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-02707.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-02305,
  author       = {Kai Sheng Tai and
                  Vatsal Sharan and
                  Peter Bailis and
                  Gregory Valiant},
  title        = {Finding Heavily-Weighted Features in Data Streams},
  journal      = {CoRR},
  volume       = {abs/1711.02305},
  year         = {2017},
  url          = {http://arxiv.org/abs/1711.02305},
  eprinttype    = {arXiv},
  eprint       = {1711.02305},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1711-02305.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-02309,
  author       = {Vatsal Sharan and
                  Sham M. Kakade and
                  Percy Liang and
                  Gregory Valiant},
  title        = {Learning Overcomplete HMMs},
  journal      = {CoRR},
  volume       = {abs/1711.02309},
  year         = {2017},
  url          = {http://arxiv.org/abs/1711.02309},
  eprinttype    = {arXiv},
  eprint       = {1711.02309},
  timestamp    = {Tue, 23 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1711-02309.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-08113,
  author       = {Mingda Qiao and
                  Gregory Valiant},
  title        = {Learning Discrete Distributions from Untrusted Batches},
  journal      = {CoRR},
  volume       = {abs/1711.08113},
  year         = {2017},
  url          = {http://arxiv.org/abs/1711.08113},
  eprinttype    = {arXiv},
  eprint       = {1711.08113},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1711-08113.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-01725,
  author       = {David Cohen{-}Steiner and
                  Weihao Kong and
                  Christian Sohler and
                  Gregory Valiant},
  title        = {Approximating the Spectrum of a Graph},
  journal      = {CoRR},
  volume       = {abs/1712.01725},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.01725},
  eprinttype    = {arXiv},
  eprint       = {1712.01725},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-01725.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SteinhardtVW16,
  author       = {Jacob Steinhardt and
                  Gregory Valiant and
                  Stefan Wager},
  editor       = {Vitaly Feldman and
                  Alexander Rakhlin and
                  Ohad Shamir},
  title        = {Memory, Communication, and Statistical Queries},
  booktitle    = {Proceedings of the 29th Conference on Learning Theory, {COLT} 2016,
                  New York, USA, June 23-26, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {49},
  pages        = {1490--1516},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v49/steinhardt16.html},
  timestamp    = {Wed, 29 May 2019 08:41:47 +0200},
  biburl       = {https://dblp.org/rec/conf/colt/SteinhardtVW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esa/CrouchMVW16,
  author       = {Michael S. Crouch and
                  Andrew McGregor and
                  Gregory Valiant and
                  David P. Woodruff},
  editor       = {Piotr Sankowski and
                  Christos D. Zaroliagis},
  title        = {Stochastic Streams: Sample Complexity vs. Space Complexity},
  booktitle    = {24th Annual European Symposium on Algorithms, {ESA} 2016, August 22-24,
                  2016, Aarhus, Denmark},
  series       = {LIPIcs},
  volume       = {57},
  pages        = {32:1--32:15},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
  year         = {2016},
  url          = {https://doi.org/10.4230/LIPIcs.ESA.2016.32},
  doi          = {10.4230/LIPICS.ESA.2016.32},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esa/CrouchMVW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SteinhardtVC16,
  author       = {Jacob Steinhardt and
                  Gregory Valiant and
                  Moses Charikar},
  editor       = {Daniel D. Lee and
                  Masashi Sugiyama and
                  Ulrike von Luxburg and
                  Isabelle Guyon and
                  Roman Garnett},
  title        = {Avoiding Imposters and Delinquents: Adversarial Crowdsourcing and
                  Peer Prediction},
  booktitle    = {Advances in Neural Information Processing Systems 29: Annual Conference
                  on Neural Information Processing Systems 2016, December 5-10, 2016,
                  Barcelona, Spain},
  pages        = {4439--4447},
  year         = {2016},
  url          = {https://proceedings.neurips.cc/paper/2016/hash/0a87257e5308197df43230edf4ad1dae-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/SteinhardtVC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/ValiantV16,
  author       = {Gregory Valiant and
                  Paul Valiant},
  editor       = {Daniel Wichs and
                  Yishay Mansour},
  title        = {Instance optimal learning of discrete distributions},
  booktitle    = {Proceedings of the 48th Annual {ACM} {SIGACT} Symposium on Theory
                  of Computing, {STOC} 2016, Cambridge, MA, USA, June 18-21, 2016},
  pages        = {142--155},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2897518.2897641},
  doi          = {10.1145/2897518.2897641},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/stoc/ValiantV16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KongV16,
  author       = {Weihao Kong and
                  Gregory Valiant},
  title        = {Spectrum Estimation from Samples},
  journal      = {CoRR},
  volume       = {abs/1602.00061},
  year         = {2016},
  url          = {http://arxiv.org/abs/1602.00061},
  eprinttype    = {arXiv},
  eprint       = {1602.00061},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/KongV16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuangKKV16,
  author       = {Qingqing Huang and
                  Sham M. Kakade and
                  Weihao Kong and
                  Gregory Valiant},
  title        = {Recovering Structured Probability Matrices},
  journal      = {CoRR},
  volume       = {abs/1602.06586},
  year         = {2016},
  url          = {http://arxiv.org/abs/1602.06586},
  eprinttype    = {arXiv},
  eprint       = {1602.06586},
  timestamp    = {Fri, 19 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/HuangKKV16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ValiantV16,
  author       = {Gregory Valiant and
                  Paul Valiant},
  title        = {Information Theoretically Secure Databases},
  journal      = {CoRR},
  volume       = {abs/1605.02646},
  year         = {2016},
  url          = {http://arxiv.org/abs/1605.02646},
  eprinttype    = {arXiv},
  eprint       = {1605.02646},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ValiantV16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SteinhardtVC16,
  author       = {Jacob Steinhardt and
                  Gregory Valiant and
                  Moses Charikar},
  title        = {Avoiding Imposters and Delinquents: Adversarial Crowdsourcing and
                  Peer Prediction},
  journal      = {CoRR},
  volume       = {abs/1606.05374},
  year         = {2016},
  url          = {http://arxiv.org/abs/1606.05374},
  eprinttype    = {arXiv},
  eprint       = {1606.05374},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/SteinhardtVC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CharikarSV16,
  author       = {Moses Charikar and
                  Jacob Steinhardt and
                  Gregory Valiant},
  title        = {Learning from Untrusted Data},
  journal      = {CoRR},
  volume       = {abs/1611.02315},
  year         = {2016},
  url          = {http://arxiv.org/abs/1611.02315},
  eprinttype    = {arXiv},
  eprint       = {1611.02315},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/CharikarSV16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KakadeLSV16,
  author       = {Sham M. Kakade and
                  Percy Liang and
                  Vatsal Sharan and
                  Gregory Valiant},
  title        = {Prediction with a Short Memory},
  journal      = {CoRR},
  volume       = {abs/1612.02526},
  year         = {2016},
  url          = {http://arxiv.org/abs/1612.02526},
  eprinttype    = {arXiv},
  eprint       = {1612.02526},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/KakadeLSV16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/ValiantV16,
  author       = {Gregory Valiant and
                  Paul Valiant},
  title        = {Information Theoretically Secure Databases},
  journal      = {Electron. Colloquium Comput. Complex.},
  volume       = {{TR16-078}},
  year         = {2016},
  url          = {https://eccc.weizmann.ac.il/report/2016/078},
  eprinttype    = {ECCC},
  eprint       = {TR16-078},
  timestamp    = {Tue, 27 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eccc/ValiantV16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jacm/Valiant15,
  author       = {Gregory Valiant},
  title        = {Finding Correlations in Subquadratic Time, with Applications to Learning
                  Parities and the Closest Pair Problem},
  journal      = {J. {ACM}},
  volume       = {62},
  number       = {2},
  pages        = {13:1--13:45},
  year         = {2015},
  url          = {https://doi.org/10.1145/2728167},
  doi          = {10.1145/2728167},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jacm/Valiant15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BhattacharyaV15,
  author       = {Bhaswar B. Bhattacharya and
                  Gregory Valiant},
  editor       = {Corinna Cortes and
                  Neil D. Lawrence and
                  Daniel D. Lee and
                  Masashi Sugiyama and
                  Roman Garnett},
  title        = {Testing Closeness With Unequal Sized Samples},
  booktitle    = {Advances in Neural Information Processing Systems 28: Annual Conference
                  on Neural Information Processing Systems 2015, December 7-12, 2015,
                  Montreal, Quebec, Canada},
  pages        = {2611--2619},
  year         = {2015},
  url          = {https://proceedings.neurips.cc/paper/2015/hash/5cce8dede893813f879b873962fb669f-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/BhattacharyaV15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BhattacharyaV15,
  author       = {Bhaswar B. Bhattacharya and
                  Gregory Valiant},
  title        = {Testing Closeness With Unequal Sized Samples},
  journal      = {CoRR},
  volume       = {abs/1504.04599},
  year         = {2015},
  url          = {http://arxiv.org/abs/1504.04599},
  eprinttype    = {arXiv},
  eprint       = {1504.04599},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/BhattacharyaV15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ValiantV15,
  author       = {Gregory Valiant and
                  Paul Valiant},
  title        = {Instance Optimal Learning},
  journal      = {CoRR},
  volume       = {abs/1504.05321},
  year         = {2015},
  url          = {http://arxiv.org/abs/1504.05321},
  eprinttype    = {arXiv},
  eprint       = {1504.05321},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ValiantV15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/SteinhardtVW15,
  author       = {Jacob Steinhardt and
                  Gregory Valiant and
                  Stefan Wager},
  title        = {Memory, Communication, and Statistical Queries},
  journal      = {Electron. Colloquium Comput. Complex.},
  volume       = {{TR15-126}},
  year         = {2015},
  url          = {https://eccc.weizmann.ac.il/report/2015/126},
  eprinttype    = {ECCC},
  eprint       = {TR15-126},
  timestamp    = {Tue, 27 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eccc/SteinhardtVW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/ValiantV14,
  author       = {Gregory Valiant and
                  Paul Valiant},
  title        = {An Automatic Inequality Prover and Instance Optimal Identity Testing},
  booktitle    = {55th {IEEE} Annual Symposium on Foundations of Computer Science, {FOCS}
                  2014, Philadelphia, PA, USA, October 18-21, 2014},
  pages        = {51--60},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/FOCS.2014.14},
  doi          = {10.1109/FOCS.2014.14},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/focs/ValiantV14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/LivnatPRVW14,
  author       = {Adi Livnat and
                  Christos H. Papadimitriou and
                  Aviad Rubinstein and
                  Gregory Valiant and
                  Andrew Wan},
  title        = {Satisfiability and Evolution},
  booktitle    = {55th {IEEE} Annual Symposium on Foundations of Computer Science, {FOCS}
                  2014, Philadelphia, PA, USA, October 18-21, 2014},
  pages        = {524--530},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/FOCS.2014.62},
  doi          = {10.1109/FOCS.2014.62},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/focs/LivnatPRVW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AgarwalKKSV14,
  author       = {Alekh Agarwal and
                  Sham M. Kakade and
                  Nikos Karampatziakis and
                  Le Song and
                  Gregory Valiant},
  title        = {Least Squares Revisited: Scalable Approaches for Multi-class Prediction},
  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        = {541--549},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v32/agarwala14.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/AgarwalKKSV14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AndoniPV014,
  author       = {Alexandr Andoni and
                  Rina Panigrahy and
                  Gregory Valiant and
                  Li Zhang},
  title        = {Learning Polynomials with Neural Networks},
  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        = {1908--1916},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v32/andoni14.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/AndoniPV014.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/AndoniPV014,
  author       = {Alexandr Andoni and
                  Rina Panigrahy and
                  Gregory Valiant and
                  Li Zhang},
  editor       = {Chandra Chekuri},
  title        = {Learning Sparse Polynomial Functions},
  booktitle    = {Proceedings of the Twenty-Fifth Annual {ACM-SIAM} Symposium on Discrete
                  Algorithms, {SODA} 2014, Portland, Oregon, USA, January 5-7, 2014},
  pages        = {500--510},
  publisher    = {{SIAM}},
  year         = {2014},
  url          = {https://doi.org/10.1137/1.9781611973402.37},
  doi          = {10.1137/1.9781611973402.37},
  timestamp    = {Tue, 02 Feb 2021 17:07:40 +0100},
  biburl       = {https://dblp.org/rec/conf/soda/AndoniPV014.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/ChanDVV14,
  author       = {Siu On Chan and
                  Ilias Diakonikolas and
                  Paul Valiant and
                  Gregory Valiant},
  editor       = {Chandra Chekuri},
  title        = {Optimal Algorithms for Testing Closeness of Discrete Distributions},
  booktitle    = {Proceedings of the Twenty-Fifth Annual {ACM-SIAM} Symposium on Discrete
                  Algorithms, {SODA} 2014, Portland, Oregon, USA, January 5-7, 2014},
  pages        = {1193--1203},
  publisher    = {{SIAM}},
  year         = {2014},
  url          = {https://doi.org/10.1137/1.9781611973402.88},
  doi          = {10.1137/1.9781611973402.88},
  timestamp    = {Thu, 14 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/soda/ChanDVV14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ValiantV13,
  author       = {Paul Valiant and
                  Gregory Valiant},
  editor       = {Christopher J. C. Burges and
                  L{\'{e}}on Bottou and
                  Zoubin Ghahramani and
                  Kilian Q. Weinberger},
  title        = {Estimating the Unseen: Improved Estimators for Entropy and other Properties},
  booktitle    = {Advances in Neural Information Processing Systems 26: 27th Annual
                  Conference on Neural Information Processing Systems 2013. Proceedings
                  of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
  pages        = {2157--2165},
  year         = {2013},
  url          = {https://proceedings.neurips.cc/paper/2013/hash/53c04118df112c13a8c34b38343b9c10-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ValiantV13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/DaskalakisDSVV13,
  author       = {Constantinos Daskalakis and
                  Ilias Diakonikolas and
                  Rocco A. Servedio and
                  Gregory Valiant and
                  Paul Valiant},
  editor       = {Sanjeev Khanna},
  title        = {Testing \emph{k}-Modal Distributions: Optimal Algorithms via Reductions},
  booktitle    = {Proceedings of the Twenty-Fourth Annual {ACM-SIAM} Symposium on Discrete
                  Algorithms, {SODA} 2013, New Orleans, Louisiana, USA, January 6-8,
                  2013},
  pages        = {1833--1852},
  publisher    = {{SIAM}},
  year         = {2013},
  url          = {https://doi.org/10.1137/1.9781611973105.131},
  doi          = {10.1137/1.9781611973105.131},
  timestamp    = {Tue, 02 Feb 2021 17:07:29 +0100},
  biburl       = {https://dblp.org/rec/conf/soda/DaskalakisDSVV13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MosselPV13,
  author       = {Elchanan Mossel and
                  Anupam Prakash and
                  Gregory Valiant},
  title        = {Computation in anonymous networks},
  journal      = {CoRR},
  volume       = {abs/1306.4151},
  year         = {2013},
  url          = {http://arxiv.org/abs/1306.4151},
  eprinttype    = {arXiv},
  eprint       = {1306.4151},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/MosselPV13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChanDVV13,
  author       = {Siu On Chan and
                  Ilias Diakonikolas and
                  Gregory Valiant and
                  Paul Valiant},
  title        = {Optimal Algorithms for Testing Closeness of Discrete Distributions},
  journal      = {CoRR},
  volume       = {abs/1308.3946},
  year         = {2013},
  url          = {http://arxiv.org/abs/1308.3946},
  eprinttype    = {arXiv},
  eprint       = {1308.3946},
  timestamp    = {Thu, 14 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ChanDVV13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AgarwalKKSV13,
  author       = {Alekh Agarwal and
                  Sham M. Kakade and
                  Nikos Karampatziakis and
                  Le Song and
                  Gregory Valiant},
  title        = {Least Squares Revisited: Scalable Approaches for Multi-class Prediction},
  journal      = {CoRR},
  volume       = {abs/1310.1949},
  year         = {2013},
  url          = {http://arxiv.org/abs/1310.1949},
  eprinttype    = {arXiv},
  eprint       = {1310.1949},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/AgarwalKKSV13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/ValiantV13,
  author       = {Gregory Valiant and
                  Paul Valiant},
  title        = {Instance-by-instance optimal identity testing},
  journal      = {Electron. Colloquium Comput. Complex.},
  volume       = {{TR13-111}},
  year         = {2013},
  url          = {https://eccc.weizmann.ac.il/report/2013/111},
  eprinttype    = {ECCC},
  eprint       = {TR13-111},
  timestamp    = {Tue, 27 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eccc/ValiantV13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Valiant12,
  author       = {Gregory Valiant},
  title        = {Algorithmic Approaches to Statistical Questions},
  school       = {University of California, Berkeley, {USA}},
  year         = {2012},
  url          = {https://www.escholarship.org/uc/item/6398n1j7},
  timestamp    = {Wed, 22 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/us/Valiant12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/KalaiMV12,
  author       = {Adam Tauman Kalai and
                  Ankur Moitra and
                  Gregory Valiant},
  title        = {Disentangling Gaussians},
  journal      = {Commun. {ACM}},
  volume       = {55},
  number       = {2},
  pages        = {113--120},
  year         = {2012},
  url          = {https://doi.org/10.1145/2076450.2076474},
  doi          = {10.1145/2076450.2076474},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cacm/KalaiMV12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jacm/GottlobLVV12,
  author       = {Georg Gottlob and
                  Stephanie Tien Lee and
                  Gregory Valiant and
                  Paul Valiant},
  title        = {Size and Treewidth Bounds for Conjunctive Queries},
  journal      = {J. {ACM}},
  volume       = {59},
  number       = {3},
  pages        = {16:1--16:35},
  year         = {2012},
  url          = {https://doi.org/10.1145/2220357.2220363},
  doi          = {10.1145/2220357.2220363},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jacm/GottlobLVV12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/Valiant12,
  author       = {Gregory Valiant},
  title        = {Finding Correlations in Subquadratic Time, with Applications to Learning
                  Parities and Juntas},
  booktitle    = {53rd Annual {IEEE} Symposium on Foundations of Computer Science, {FOCS}
                  2012, New Brunswick, NJ, USA, October 20-23, 2012},
  pages        = {11--20},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/FOCS.2012.27},
  doi          = {10.1109/FOCS.2012.27},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/focs/Valiant12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/Valiant12,
  author       = {Gregory Valiant},
  title        = {Finding Correlations in Subquadratic Time, with Applications to Learning
                  Parities and Juntas with Noise},
  journal      = {Electron. Colloquium Comput. Complex.},
  volume       = {{TR12-006}},
  year         = {2012},
  url          = {https://eccc.weizmann.ac.il/report/2012/006},
  eprinttype    = {ECCC},
  eprint       = {TR12-006},
  timestamp    = {Tue, 27 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eccc/Valiant12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tinytocs/Valiant12,
  author       = {Gregory Valiant},
  title        = {Beating brute-force: Improved algorithms for finding correlations,
                  and related problems},
  journal      = {Tiny Trans. Comput. Sci.},
  volume       = {1},
  year         = {2012},
  url          = {http://tinytocs.org/vol1/papers/tinytocs-v1-valiant.pdf},
  timestamp    = {Tue, 14 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tinytocs/Valiant12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigecom/NisanSVZ11,
  author       = {Noam Nisan and
                  Michael Schapira and
                  Gregory Valiant and
                  Aviv Zohar},
  title        = {When is it best to best-respond?},
  journal      = {SIGecom Exch.},
  volume       = {10},
  number       = {2},
  pages        = {16--18},
  year         = {2011},
  url          = {https://doi.org/10.1145/1998549.1998552},
  doi          = {10.1145/1998549.1998552},
  timestamp    = {Thu, 04 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigecom/NisanSVZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/ValiantV11,
  author       = {Gregory Valiant and
                  Paul Valiant},
  editor       = {Rafail Ostrovsky},
  title        = {The Power of Linear Estimators},
  booktitle    = {{IEEE} 52nd Annual Symposium on Foundations of Computer Science, {FOCS}
                  2011, Palm Springs, CA, USA, October 22-25, 2011},
  pages        = {403--412},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/FOCS.2011.81},
  doi          = {10.1109/FOCS.2011.81},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/focs/ValiantV11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/NisanSVZ11,
  author       = {Noam Nisan and
                  Michael Schapira and
                  Gregory Valiant and
                  Aviv Zohar},
  editor       = {Bernard Chazelle},
  title        = {Best-Response Mechanisms},
  booktitle    = {Innovations in Computer Science - {ICS} 2011, Tsinghua University,
                  Beijing, China, January 7-9, 2011. Proceedings},
  pages        = {155--165},
  publisher    = {Tsinghua University Press},
  year         = {2011},
  url          = {http://conference.iiis.tsinghua.edu.cn/ICS2011/content/papers/24.html},
  timestamp    = {Mon, 23 Mar 2020 08:26:00 +0100},
  biburl       = {https://dblp.org/rec/conf/innovations/NisanSVZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/podc/NisanSVZ11,
  author       = {Noam Nisan and
                  Michael Schapira and
                  Gregory Valiant and
                  Aviv Zohar},
  editor       = {Cyril Gavoille and
                  Pierre Fraigniaud},
  title        = {Incentive-compatible distributed greedy protocols},
  booktitle    = {Proceedings of the 30th Annual {ACM} Symposium on Principles of Distributed
                  Computing, {PODC} 2011, San Jose, CA, USA, June 6-8, 2011},
  pages        = {335--336},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/1993806.1993871},
  doi          = {10.1145/1993806.1993871},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/podc/NisanSVZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/NisanSVZ11,
  author       = {Noam Nisan and
                  Michael Schapira and
                  Gregory Valiant and
                  Aviv Zohar},
  editor       = {Yoav Shoham and
                  Yan Chen and
                  Tim Roughgarden},
  title        = {Best-response auctions},
  booktitle    = {Proceedings 12th {ACM} Conference on Electronic Commerce (EC-2011),
                  San Jose, CA, USA, June 5-9, 2011},
  pages        = {351--360},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/1993574.1993633},
  doi          = {10.1145/1993574.1993633},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigecom/NisanSVZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/ValiantV11,
  author       = {Gregory Valiant and
                  Paul Valiant},
  editor       = {Lance Fortnow and
                  Salil P. Vadhan},
  title        = {Estimating the unseen: an n/log(n)-sample estimator for entropy and
                  support size, shown optimal via new CLTs},
  booktitle    = {Proceedings of the 43rd {ACM} Symposium on Theory of Computing, {STOC}
                  2011, San Jose, CA, USA, 6-8 June 2011},
  pages        = {685--694},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/1993636.1993727},
  doi          = {10.1145/1993636.1993727},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/stoc/ValiantV11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1112-5659,
  author       = {Constantinos Daskalakis and
                  Ilias Diakonikolas and
                  Rocco A. Servedio and
                  Gregory Valiant and
                  Paul Valiant},
  title        = {Testing {\textdollar}k{\textdollar}-Modal Distributions: Optimal Algorithms
                  via Reductions},
  journal      = {CoRR},
  volume       = {abs/1112.5659},
  year         = {2011},
  url          = {http://arxiv.org/abs/1112.5659},
  eprinttype    = {arXiv},
  eprint       = {1112.5659},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1112-5659.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rsa/ValiantR10,
  author       = {Gregory Valiant and
                  Tim Roughgarden},
  title        = {Braess's Paradox in large random graphs},
  journal      = {Random Struct. Algorithms},
  volume       = {37},
  number       = {4},
  pages        = {495--515},
  year         = {2010},
  url          = {https://doi.org/10.1002/rsa.20325},
  doi          = {10.1002/RSA.20325},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/rsa/ValiantR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/ChenRV10,
  author       = {Ho{-}Lin Chen and
                  Tim Roughgarden and
                  Gregory Valiant},
  title        = {Designing Network Protocols for Good Equilibria},
  journal      = {{SIAM} J. Comput.},
  volume       = {39},
  number       = {5},
  pages        = {1799--1832},
  year         = {2010},
  url          = {https://doi.org/10.1137/08072721X},
  doi          = {10.1137/08072721X},
  timestamp    = {Thu, 08 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamcomp/ChenRV10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/MoitraV10,
  author       = {Ankur Moitra and
                  Gregory Valiant},
  title        = {Settling the Polynomial Learnability of Mixtures of Gaussians},
  booktitle    = {51th Annual {IEEE} Symposium on Foundations of Computer Science, {FOCS}
                  2010, October 23-26, 2010, Las Vegas, Nevada, {USA}},
  pages        = {93--102},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/FOCS.2010.15},
  doi          = {10.1109/FOCS.2010.15},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/focs/MoitraV10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/PapadimitriouV10,
  author       = {Christos H. Papadimitriou and
                  Gregory Valiant},
  editor       = {Andrew Chi{-}Chih Yao},
  title        = {A New Look at Selfish Routing},
  booktitle    = {Innovations in Computer Science - {ICS} 2010, Tsinghua University,
                  Beijing, China, January 5-7, 2010. Proceedings},
  pages        = {178--187},
  publisher    = {Tsinghua University Press},
  year         = {2010},
  url          = {http://conference.iiis.tsinghua.edu.cn/ICS2010/content/papers/15.html},
  timestamp    = {Wed, 04 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/innovations/PapadimitriouV10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sagt/DaskalakisFPPV10,
  author       = {Constantinos Daskalakis and
                  Rafael M. Frongillo and
                  Christos H. Papadimitriou and
                  George Pierrakos and
                  Gregory Valiant},
  editor       = {Spyros C. Kontogiannis and
                  Elias Koutsoupias and
                  Paul G. Spirakis},
  title        = {On Learning Algorithms for Nash Equilibria},
  booktitle    = {Algorithmic Game Theory - Third International Symposium, {SAGT} 2010,
                  Athens, Greece, October 18-20, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6386},
  pages        = {114--125},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-16170-4\_11},
  doi          = {10.1007/978-3-642-16170-4\_11},
  timestamp    = {Tue, 14 May 2019 10:00:42 +0200},
  biburl       = {https://dblp.org/rec/conf/sagt/DaskalakisFPPV10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/KalaiMV10,
  author       = {Adam Tauman Kalai and
                  Ankur Moitra and
                  Gregory Valiant},
  editor       = {Leonard J. Schulman},
  title        = {Efficiently learning mixtures of two Gaussians},
  booktitle    = {Proceedings of the 42nd {ACM} Symposium on Theory of Computing, {STOC}
                  2010, Cambridge, Massachusetts, USA, 5-8 June 2010},
  pages        = {553--562},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1806689.1806765},
  doi          = {10.1145/1806689.1806765},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/stoc/KalaiMV10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1004-4223,
  author       = {Ankur Moitra and
                  Gregory Valiant},
  title        = {Settling the Polynomial Learnability of Mixtures of Gaussians},
  journal      = {CoRR},
  volume       = {abs/1004.4223},
  year         = {2010},
  url          = {http://arxiv.org/abs/1004.4223},
  eprinttype    = {arXiv},
  eprint       = {1004.4223},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1004-4223.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/ValiantV10b,
  author       = {Gregory Valiant and
                  Paul Valiant},
  title        = {A {CLT} and tight lower bounds for estimating entropy},
  journal      = {Electron. Colloquium Comput. Complex.},
  volume       = {{TR10-179}},
  year         = {2010},
  url          = {https://eccc.weizmann.ac.il/report/2010/179},
  eprinttype    = {ECCC},
  eprint       = {TR10-179},
  timestamp    = {Tue, 27 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eccc/ValiantV10b.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/ValiantV10c,
  author       = {Gregory Valiant and
                  Paul Valiant},
  title        = {Estimating the unseen: {A} sublinear-sample canonical estimator of
                  distributions},
  journal      = {Electron. Colloquium Comput. Complex.},
  volume       = {{TR10-180}},
  year         = {2010},
  url          = {https://eccc.weizmann.ac.il/report/2010/180},
  eprinttype    = {ECCC},
  eprint       = {TR10-180},
  timestamp    = {Tue, 27 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eccc/ValiantV10c.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/GottlobLV09,
  author       = {Georg Gottlob and
                  Stephanie Tien Lee and
                  Gregory Valiant},
  editor       = {Jan Paredaens and
                  Jianwen Su},
  title        = {Size and treewidth bounds for conjunctive queries},
  booktitle    = {Proceedings of the Twenty-Eigth {ACM} {SIGMOD-SIGACT-SIGART} Symposium
                  on Principles of Database Systems, {PODS} 2009, June 19 - July 1,
                  2009, Providence, Rhode Island, {USA}},
  pages        = {45--54},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1559795.1559804},
  doi          = {10.1145/1559795.1559804},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pods/GottlobLV09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/DaskalakisSVV09,
  author       = {Constantinos Daskalakis and
                  Grant Schoenebeck and
                  Gregory Valiant and
                  Paul Valiant},
  editor       = {Claire Mathieu},
  title        = {On the complexity of Nash equilibria of action-graph games},
  booktitle    = {Proceedings of the Twentieth Annual {ACM-SIAM} Symposium on Discrete
                  Algorithms, {SODA} 2009, New York, NY, USA, January 4-6, 2009},
  pages        = {710--719},
  publisher    = {{SIAM}},
  year         = {2009},
  url          = {https://doi.org/10.1137/1.9781611973068.78},
  doi          = {10.1137/1.9781611973068.78},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/soda/DaskalakisSVV09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0909-2030,
  author       = {Gregory Valiant and
                  Paul Valiant},
  title        = {Size Bounds for Conjunctive Queries with General Functional Dependencies},
  journal      = {CoRR},
  volume       = {abs/0909.2030},
  year         = {2009},
  url          = {http://arxiv.org/abs/0909.2030},
  eprinttype    = {arXiv},
  eprint       = {0909.2030},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-0909-2030.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/ChenRV08,
  author       = {Ho{-}Lin Chen and
                  Tim Roughgarden and
                  Gregory Valiant},
  editor       = {Shang{-}Hua Teng},
  title        = {Designing networks with good equilibria},
  booktitle    = {Proceedings of the Nineteenth Annual {ACM-SIAM} Symposium on Discrete
                  Algorithms, {SODA} 2008, San Francisco, California, USA, January 20-22,
                  2008},
  pages        = {854--863},
  publisher    = {{SIAM}},
  year         = {2008},
  url          = {http://dl.acm.org/citation.cfm?id=1347082.1347176},
  timestamp    = {Fri, 07 Dec 2012 17:02:08 +0100},
  biburl       = {https://dblp.org/rec/conf/soda/ChenRV08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0802-1604,
  author       = {Constantinos Daskalakis and
                  Grant Schoenebeck and
                  Gregory Valiant and
                  Paul Valiant},
  title        = {On the Complexity of Nash Equilibria of Action-Graph Games},
  journal      = {CoRR},
  volume       = {abs/0802.1604},
  year         = {2008},
  url          = {http://arxiv.org/abs/0802.1604},
  eprinttype    = {arXiv},
  eprint       = {0802.1604},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-0802-1604.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/ValiantR06,
  author       = {Gregory Valiant and
                  Tim Roughgarden},
  editor       = {Joan Feigenbaum and
                  John C.{-}I. Chuang and
                  David M. Pennock},
  title        = {Braess's paradox in large random graphs},
  booktitle    = {Proceedings 7th {ACM} Conference on Electronic Commerce (EC-2006),
                  Ann Arbor, Michigan, USA, June 11-15, 2006},
  pages        = {296--305},
  publisher    = {{ACM}},
  year         = {2006},
  url          = {https://doi.org/10.1145/1134707.1134740},
  doi          = {10.1145/1134707.1134740},
  timestamp    = {Tue, 27 Nov 2018 11:56:48 +0100},
  biburl       = {https://dblp.org/rec/conf/sigecom/ValiantR06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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