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ORCIDBibTeX records: Cyrus Cousins
@inproceedings{DBLP:conf/aistats/CousinsKV24,
author = {Cyrus Cousins and
I. Elizabeth Kumar and
Suresh Venkatasubramanian},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {To Pool or Not To Pool: Analyzing the Regularizing Effects of Group-Fair
Training on Shared Models},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {4573--4581},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/cousins24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CousinsKV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18803,
author = {Cyrus Cousins and
I. Elizabeth Kumar and
Suresh Venkatasubramanian},
title = {To Pool or Not To Pool: Analyzing the Regularizing Effects of Group-Fair
Training on Shared Models},
journal = {CoRR},
volume = {abs/2402.18803},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18803},
doi = {10.48550/ARXIV.2402.18803},
eprinttype = {arXiv},
eprint = {2402.18803},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-05055,
author = {Elita A. Lobo and
Cyrus Cousins and
Yair Zick and
Marek Petrik},
title = {Percentile Criterion Optimization in Offline Reinforcement Learning},
journal = {CoRR},
volume = {abs/2404.05055},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.05055},
doi = {10.48550/ARXIV.2404.05055},
eprinttype = {arXiv},
eprint = {2404.05055},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-05055.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-06703,
author = {Cyrus Cousins},
title = {Algorithms and Analysis for Optimizing Robust Objectives in Fair Machine
Learning},
journal = {CoRR},
volume = {abs/2404.06703},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.06703},
doi = {10.48550/ARXIV.2404.06703},
eprinttype = {arXiv},
eprint = {2404.06703},
timestamp = {Thu, 16 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-06703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CousinsWR23,
author = {Cyrus Cousins and
Chloe Wohlgemuth and
Matteo Riondato},
title = {Bavarian: Betweenness Centrality Approximation with Variance-aware
Rademacher Averages},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {6},
pages = {78:1--78:47},
year = {2023},
url = {https://doi.org/10.1145/3577021},
doi = {10.1145/3577021},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/CousinsWR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Cousins23,
author = {Cyrus Cousins},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Revisiting Fair-PAC Learning and the Axioms of Cardinal Welfare},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6422--6442},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/cousins23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Cousins23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/CousinsMVG23,
author = {Cyrus Cousins and
Bhaskar Mishra and
Enrique {Areyan Viqueira} and
Amy Greenwald},
editor = {Noa Agmon and
Bo An and
Alessandro Ricci and
William Yeoh},
title = {Learning Properties in Simulation-Based Games},
booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May
2023 - 2 June 2023},
pages = {272--280},
publisher = {{ACM}},
year = {2023},
url = {https://dl.acm.org/doi/10.5555/3545946.3598647},
doi = {10.5555/3545946.3598647},
timestamp = {Tue, 23 May 2023 14:27:14 +0200},
biburl = {https://dblp.org/rec/conf/atal/CousinsMVG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CousinsLPZ23,
author = {Cyrus Cousins and
Elita A. Lobo and
Marek Petrik and
Yair Zick},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Percentile Criterion Optimization in Offline Reinforcement Learning},
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/1dec73169509c223220744b2c9b2df37-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CousinsLPZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sagt/CousinsPZ23,
author = {Cyrus Cousins and
Justin Payan and
Yair Zick},
editor = {Argyrios Deligkas and
Aris Filos{-}Ratsikas},
title = {Into the Unknown: Assigning Reviewers to Papers with Uncertain Affinities},
booktitle = {Algorithmic Game Theory - 16th International Symposium, {SAGT} 2023,
Egham, UK, September 4-7, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14238},
pages = {179--197},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43254-5\_11},
doi = {10.1007/978-3-031-43254-5\_11},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sagt/CousinsPZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wine/CousinsVZ23,
author = {Cyrus Cousins and
Vignesh Viswanathan and
Yair Zick},
editor = {Jugal Garg and
Max Klimm and
Yuqing Kong},
title = {The Good, the Bad and the Submodular: Fairly Allocating Mixed Manna
Under Order-Neutral Submodular Preferences},
booktitle = {Web and Internet Economics - 19th International Conference, {WINE}
2023, Shanghai, China, December 4-8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14413},
pages = {207--224},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-48974-7\_12},
doi = {10.1007/978-3-031-48974-7\_12},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wine/CousinsVZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wine/CousinsVZ23a,
author = {Cyrus Cousins and
Vignesh Viswanathan and
Yair Zick},
editor = {Jugal Garg and
Max Klimm and
Yuqing Kong},
title = {Dividing Good and Great Items Among Agents with Bivalued Submodular
Valuations},
booktitle = {Web and Internet Economics - 19th International Conference, {WINE}
2023, Shanghai, China, December 4-8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14413},
pages = {225--241},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-48974-7\_13},
doi = {10.1007/978-3-031-48974-7\_13},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wine/CousinsVZ23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-10816,
author = {Cyrus Cousins and
Justin Payan and
Yair Zick},
title = {Into the Unknown: Assigning Reviewers to Papers with Uncertain Affinities},
journal = {CoRR},
volume = {abs/2301.10816},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.10816},
doi = {10.48550/ARXIV.2301.10816},
eprinttype = {arXiv},
eprint = {2301.10816},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-10816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03087,
author = {Cyrus Cousins and
Vignesh Viswanathan and
Yair Zick},
title = {Dividing Good and Better Items Among Agents with Submodular Valuations},
journal = {CoRR},
volume = {abs/2302.03087},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03087},
doi = {10.48550/ARXIV.2302.03087},
eprinttype = {arXiv},
eprint = {2302.03087},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-12516,
author = {Cyrus Cousins and
Vignesh Viswanathan and
Yair Zick},
title = {The Good, the Bad and the Submodular: Fairly Allocating Mixed Manna
Under Order-Neutral Submodular Preferences},
journal = {CoRR},
volume = {abs/2307.12516},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.12516},
doi = {10.48550/ARXIV.2307.12516},
eprinttype = {arXiv},
eprint = {2307.12516},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-12516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PellegrinaCVR22,
author = {Leonardo Pellegrina and
Cyrus Cousins and
Fabio Vandin and
Matteo Riondato},
title = {MCRapper: Monte-Carlo Rademacher Averages for Poset Families and Approximate
Pattern Mining},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {6},
pages = {124:1--124:29},
year = {2022},
url = {https://doi.org/10.1145/3532187},
doi = {10.1145/3532187},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/PellegrinaCVR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/Cousins22,
author = {Cyrus Cousins},
title = {Uncertainty and the Social Planner's Problem: Why Sample Complexity
Matters},
booktitle = {FAccT '22: 2022 {ACM} Conference on Fairness, Accountability, and
Transparency, Seoul, Republic of Korea, June 21 - 24, 2022},
pages = {2004--2015},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3531146.3533243},
doi = {10.1145/3531146.3533243},
timestamp = {Wed, 22 Jun 2022 10:08:56 +0200},
biburl = {https://dblp.org/rec/conf/fat/Cousins22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-06400,
author = {Cyrus Cousins and
Bhaskar Mishra and
Enrique {Areyan Viqueira} and
Amy Greenwald},
title = {Computational and Data Requirements for Learning Generic Properties
of Simulation-Based Games},
journal = {CoRR},
volume = {abs/2208.06400},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.06400},
doi = {10.48550/ARXIV.2208.06400},
eprinttype = {arXiv},
eprint = {2208.06400},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-06400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-16670,
author = {Bhaskar Mishra and
Cyrus Cousins and
Amy Greenwald},
title = {Regret Pruning for Learning Equilibria in Simulation-Based Games},
journal = {CoRR},
volume = {abs/2211.16670},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.16670},
doi = {10.48550/ARXIV.2211.16670},
eprinttype = {arXiv},
eprint = {2211.16670},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-16670.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Cousins21,
author = {Cyrus Cousins},
title = {Bounds and Applications of Concentration of Measure in Fair Machine
Learning and Data Science},
school = {Brown University, {USA}},
year = {2021},
url = {https://cs.brown.edu/research/pubs/theses/phd/2021/cousins.cyrus.pdf},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Cousins21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ViqueiraCG21,
author = {Enrique {Areyan Viqueira} and
Cyrus Cousins and
Amy Greenwald},
editor = {Frank Dignum and
Alessio Lomuscio and
Ulle Endriss and
Ann Now{\'{e}}},
title = {Learning Competitive Equilibria in Noisy Combinatorial Markets},
booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and
Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021},
pages = {1446--1448},
publisher = {{ACM}},
year = {2021},
url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p1446.pdf},
doi = {10.5555/3463952.3464120},
timestamp = {Wed, 20 Jul 2022 17:03:47 +0200},
biburl = {https://dblp.org/rec/conf/atal/ViqueiraCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MazzettoCSBU21,
author = {Alessio Mazzetto and
Cyrus Cousins and
Dylan Sam and
Stephen H. Bach and
Eli Upfal},
editor = {Marina Meila and
Tong Zhang},
title = {Adversarial Multi Class Learning under Weak Supervision with Performance
Guarantees},
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 = {7534--7543},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mazzetto21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MazzettoCSBU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CousinsWR21,
author = {Cyrus Cousins and
Chloe Wohlgemuth and
Matteo Riondato},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Bavarian: Betweenness Centrality Approximation with Variance-Aware
Rademacher Averages},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {196--206},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467354},
doi = {10.1145/3447548.3467354},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/CousinsWR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Cousins21,
author = {Cyrus Cousins},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {An Axiomatic Theory of Provably-Fair Welfare-Centric Machine Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {16610--16621},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/8b0bb3eff8c1e5bf7f206125959921d7-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/Cousins21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HaddadanZCU21,
author = {Shahrzad Haddadan and
Yue Zhuang and
Cyrus Cousins and
Eli Upfal},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Fast Doubly-Adaptive {MCMC} to Estimate the Gibbs Partition Function
with Weak Mixing Time Bounds},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {25760--25772},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/d7f14b4988c30cc40e5e7b7d157bc018-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HaddadanZCU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-09551,
author = {Enrique {Areyan Viqueira} and
Cyrus Cousins and
Amy Greenwald},
title = {Learning Competitive Equilibria in Noisy Combinatorial Markets},
journal = {CoRR},
volume = {abs/2101.09551},
year = {2021},
url = {https://arxiv.org/abs/2101.09551},
eprinttype = {arXiv},
eprint = {2101.09551},
timestamp = {Sat, 30 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-09551.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-14504,
author = {Cyrus Cousins},
title = {An Axiomatic Theory of Provably-Fair Welfare-Centric Machine Learning},
journal = {CoRR},
volume = {abs/2104.14504},
year = {2021},
url = {https://arxiv.org/abs/2104.14504},
eprinttype = {arXiv},
eprint = {2104.14504},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-14504.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-07372,
author = {Shahrzad Haddadan and
Yue Zhuang and
Cyrus Cousins and
Eli Upfal},
title = {Fast Doubly-Adaptive {MCMC} to Estimate the Gibbs Partition Function
with Weak Mixing Time Bounds},
journal = {CoRR},
volume = {abs/2111.07372},
year = {2021},
url = {https://arxiv.org/abs/2111.07372},
eprinttype = {arXiv},
eprint = {2111.07372},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-07372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ViqueiraCG20,
author = {Enrique {Areyan Viqueira} and
Cyrus Cousins and
Amy Greenwald},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {Improved Algorithms for Learning Equilibria in Simulation-Based Games},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {79--87},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3398776},
doi = {10.5555/3398761.3398776},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/ViqueiraCG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PellegrinaCVR20,
author = {Leonardo Pellegrina and
Cyrus Cousins and
Fabio Vandin and
Matteo Riondato},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {MCRapper: Monte-Carlo Rademacher Averages for Poset Families and Approximate
Pattern Mining},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {2165--2174},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403267},
doi = {10.1145/3394486.3403267},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PellegrinaCVR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CousinsR20,
author = {Cyrus Cousins and
Matteo Riondato},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Sharp uniform convergence bounds through empirical centralization},
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/ac457ba972fb63b7994befc83f774746-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CousinsR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-09085,
author = {Leonardo Pellegrina and
Cyrus Cousins and
Fabio Vandin and
Matteo Riondato},
title = {MCRapper: Monte-Carlo Rademacher Averages for Poset Families and Approximate
Pattern Mining},
journal = {CoRR},
volume = {abs/2006.09085},
year = {2020},
url = {https://arxiv.org/abs/2006.09085},
eprinttype = {arXiv},
eprint = {2006.09085},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-09085.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-11129,
author = {Cyrus Cousins and
Shahrzad Haddadan and
Eli Upfal},
title = {Making mean-estimation more efficient using an {MCMC} trace variance
approach: DynaMITE},
journal = {CoRR},
volume = {abs/2011.11129},
year = {2020},
url = {https://arxiv.org/abs/2011.11129},
eprinttype = {arXiv},
eprint = {2011.11129},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-11129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CousinsR19,
author = {Cyrus Cousins and
Matteo Riondato},
title = {CaDET: interpretable parametric conditional density estimation with
decision trees and forests},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1613--1634},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05820-3},
doi = {10.1007/S10994-019-05820-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CousinsR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ViqueiraGCU19,
author = {Enrique {Areyan Viqueira} and
Amy Greenwald and
Cyrus Cousins and
Eli Upfal},
editor = {Edith Elkind and
Manuela Veloso and
Noa Agmon and
Matthew E. Taylor},
title = {Learning Simulation-Based Games from Data},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {1778--1780},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2019},
url = {http://dl.acm.org/citation.cfm?id=3331916},
timestamp = {Wed, 29 May 2019 16:36:58 +0200},
biburl = {https://dblp.org/rec/conf/atal/ViqueiraGCU19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ViqueiraCMG19,
author = {Enrique {Areyan Viqueira} and
Cyrus Cousins and
Yasser Mohammad and
Amy Greenwald},
editor = {Amir Globerson and
Ricardo Silva},
title = {Empirical Mechanism Design: Designing Mechanisms from Data},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1094--1104},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/viqueira20a.html},
timestamp = {Tue, 15 Dec 2020 17:40:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/ViqueiraCMG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13379,
author = {Enrique {Areyan Viqueira} and
Cyrus Cousins and
Eli Upfal and
Amy Greenwald},
title = {Learning Equilibria of Simulation-Based Games},
journal = {CoRR},
volume = {abs/1905.13379},
year = {2019},
url = {http://arxiv.org/abs/1905.13379},
eprinttype = {arXiv},
eprint = {1905.13379},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13379.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/BinnigBCCKSUZZ18,
author = {Carsten Binnig and
Benedetto Buratti and
Yeounoh Chung and
Cyrus Cousins and
Tim Kraska and
Zeyuan Shang and
Eli Upfal and
Robert C. Zeleznik and
Emanuel Zgraggen},
editor = {Sebastian Schelter and
Stephan Seufert and
Arun Kumar},
title = {Towards Interactive Curation {\&} Automatic Tuning of {ML} Pipelines},
booktitle = {Proceedings of the Second Workshop on Data Management for End-To-End
Machine Learning, DEEM@SIGMOD 2018, Houston, TX, USA, June 15, 2018},
pages = {1:1--1:4},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209889.3209891},
doi = {10.1145/3209889.3209891},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/BinnigBCCKSUZZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-07568,
author = {Clayton Sanford and
Cyrus Cousins and
Eli Upfal},
title = {Uniform Convergence Bounds for Codec Selection},
journal = {CoRR},
volume = {abs/1812.07568},
year = {2018},
url = {http://arxiv.org/abs/1812.07568},
eprinttype = {arXiv},
eprint = {1812.07568},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-07568.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birte/BinnigBBCCCCEEG17,
author = {Carsten Binnig and
Fuat Basik and
Benedetto Buratti and
Ugur {\c{C}}etintemel and
Yeounoh Chung and
Andrew Crotty and
Cyrus Cousins and
Dylan Ebert and
Philipp Eichmann and
Alex Galakatos and
Benjamin H{\"{a}}ttasch and
Amir Ilkhechi and
Tim Kraska and
Zeyuan Shang and
Isabella Tromba and
Arif Usta and
Prasetya Ajie Utama and
Eli Upfal and
Linnan Wang and
Nathaniel Weir and
Robert C. Zeleznik and
Emanuel Zgraggen},
editor = {Mal{\'{u}} Castellanos and
Panos K. Chrysanthis and
Konstantinos Pelechrinis},
title = {Towards Interactive Data Exploration},
booktitle = {Real-Time Business Intelligence and Analytics - International Workshops,
{BIRTE} 2015, Kohala Coast, HI, USA, August 31, 2015, {BIRTE} 2016,
New Delhi, India, September 5, 2016, {BIRTE} 2017, Munich, Germany,
August 28, 2017, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {337},
pages = {177--190},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-030-24124-7\_11},
doi = {10.1007/978-3-030-24124-7\_11},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/birte/BinnigBBCCCCEEG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CousinsU17,
author = {Cyrus Cousins and
Eli Upfal},
title = {The k-Nearest Representatives Classifier: {A} Distance-Based Classifier
with Strong Generalization Bounds},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {1--10},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.22},
doi = {10.1109/DSAA.2017.22},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CousinsU17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/CousinsPS17,
author = {Cyrus Cousins and
Christopher M. Pietras and
Donna K. Slonim},
title = {Scalable FRaC Variants: Anomaly Detection for Precision Medicine},
booktitle = {2017 {IEEE} International Parallel and Distributed Processing Symposium
Workshops, {IPDPS} Workshops 2017, Orlando / Buena Vista, FL, USA,
May 29 - June 2, 2017},
pages = {253--262},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/IPDPSW.2017.148},
doi = {10.1109/IPDPSW.2017.148},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/CousinsPS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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