Lydia T. Liu

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Moritz HardtMax Planck Institute for Intelligent SystemsAdresse e-mail validée de is.mpg.de
Sarah DeanCornellAdresse e-mail validée de cornell.edu
Esther RolfAssistant Professor, CU BoulderAdresse e-mail validée de colorado.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyAdresse e-mail validée de cs.berkeley.edu
Horia ManiaMassachusetts Institute of TechnologyAdresse e-mail validée de mit.edu
Christian BorgsProfessor, UC BerkeleyAdresse e-mail validée de christianborgs.com
Amit SingerPrinceton UniversityAdresse e-mail validée de math.princeton.edu
Rong GeDuke UniversityAdresse e-mail validée de cs.duke.edu
Chi JinAssistant Professor, Princeton UniversityAdresse e-mail validée de princeton.edu
Nika HaghtalabUniversity of California, BerkeleyAdresse e-mail validée de berkeley.edu
Adam Tauman KalaiOpenAIAdresse e-mail validée de openai.com
Jennifer ChayesProfessor, UC BerkeleyAdresse e-mail validée de jenniferchayes.com
Ashia C. WilsonAssistant Professor at MITAdresse e-mail validée de mit.edu
Feng RuanDepartment of EECS, University of California, BerkeleyAdresse e-mail validée de berkeley.edu
Joshua BlumenstockChancellor’s Associate Professor, U.C. BerkeleyAdresse e-mail validée de berkeley.edu
Daniel BjörkegrenAssistant Professor of International and Public Affairs, Columbia UniversityAdresse e-mail validée de columbia.edu
Edgar DobribanStatistics & Computer Science, University of PennsylvaniaAdresse e-mail validée de upenn.edu
Nikhil GargAssistant Professor, Cornell TechAdresse e-mail validée de cornell.edu
Katja HofmannMicrosoft ResearchAdresse e-mail validée de microsoft.com
Zhizhen (Jane) ZhaoDepartment of Electrical and Computer Engineering, University of Illinois at Urbana ChampaignAdresse e-mail validée de illinois.edu

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Lydia T. Liu

Assistant Professor of Computer Science, Princeton University

Adresse e-mail validée de princeton.edu - Page d'accueil

Machine Learning Statistics Decision Making Algorithmic Fairness


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Delayed impact of fair machine learning LT Liu, S Dean, E Rolf, M Simchowitz, M Hardt Proceedings of the 35th International Conference on Machine Learning 80 …, 2018	586	2018
Competing bandits in matching markets LT Liu, H Mania, M Jordan International Conference on Artificial Intelligence and Statistics, 1618-1628, 2020	114	2020
The disparate equilibria of algorithmic decision making when individuals invest rationally LT Liu, A Wilson, N Haghtalab, AT Kalai, C Borgs, J Chayes Proceedings of the 2020 Conference on Fairness, Accountability, and …, 2020	98	2020
The implicit fairness criterion of unconstrained learning LT Liu, M Simchowitz, M Hardt International Conference on Machine Learning, 2019, 2018	97	2018
Bandit learning in decentralized matching markets LT Liu, F Ruan, H Mania, MI Jordan Journal of Machine Learning Research 22 (211), 1-34, 2021	84	2021
On the local minima of the empirical risk C Jin, LT Liu, R Ge, MI Jordan Advances in Neural Information Processing Systems (NeurIPS) 32, 2018	74*	2018
PCA: High dimensional exponential family PCA LT Liu, E Dobriban, A Singer	61	2018
Reimagining the machine learning life cycle to improve educational outcomes of students LT Liu, S Wang, T Britton, R Abebe Proceedings of the National Academy of Sciences 120 (9), e2204781120, 2023	32*	2023
Balancing competing objectives with noisy data: Score-based classifiers for welfare-aware machine learning E Rolf, M Simchowitz, S Dean, LT Liu, D Bjorkegren, M Hardt, ... International Conference on Machine Learning, 8158-8168, 2020	32	2020
Strategic ranking LT Liu, N Garg, C Borgs International Conference on Artificial Intelligence and Statistics, 2489-2518, 2022	30	2022
Decoding multitask DQN in the world of Minecraft LT Liu, U Dogan, K Hofmann Proceedings of the 13th European Workshop on Reinforcement Learning (EWRL), 2016	23	2016
On the actionability of outcome prediction LT Liu, S Barocas, J Kleinberg, K Levy Proceedings of the AAAI Conference on Artificial Intelligence 38 (20), 22240 …, 2024	7	2024
Steerable ePCA: Rotationally invariant exponential family PCA Z Zhao, LT Liu, A Singer IEEE Transactions on Image Processing 29, 6069-6081, 2020	6*	2020
Whynot, 2020 J Miller, C Hsu, J Troutman, J Perdomo, T Zrnic, L Liu, Y Sun, L Schmidt, ... URL https://doi. org/10.5281/zenodo 3875775, 7, 0	6
On the two-sample statistic approach to generative adversarial networks L Liu	3	2017
Ai for education at aaai 2024 bridging innovation and responsibility M Ananda, DB Malick, J Burstein, LT Liu, Z Liu, J Sharpnack, Z Wang, ... AI for Education Workshop, 1-2, 2024	1	2024
Evaluating Fairness in Black-box Algorithmic Markets: A Case Study of Ride Sharing in Chicago Y Liu, Y Zheng, S Zhang, LT Liu arXiv preprint arXiv:2407.20522, 2024		2024
BRIDGING PREDICTION AND INTERVENTION PROBLEMS IN SOCIAL SYSTEMS LT Liu, ID Raji, A Zhou, A Narayanan Banff International Research Station Workshop Reports, 2024		2024
Social Dynamics of Machine Learning for Decision Making LT Liu University of California, Berkeley, 2022		2022
Nocturne LT Liu Women's Studies 47 (8), 873-873, 2018		2018

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