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Lydia T. Liu
Lydia T. Liu
Assistant Professor of Computer Science, Princeton University
Verifisert e-postadresse på princeton.edu - Startside
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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
5912018
Competing bandits in matching markets
LT Liu, H Mania, M Jordan
International Conference on Artificial Intelligence and Statistics, 1618-1628, 2020
1142020
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
982020
The implicit fairness criterion of unconstrained learning
LT Liu, M Simchowitz, M Hardt
International Conference on Machine Learning, 2019, 2018
962018
Bandit learning in decentralized matching markets
LT Liu, F Ruan, H Mania, MI Jordan
Journal of Machine Learning Research 22 (211), 1-34, 2021
832021
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
612018
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
35*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
332020
Strategic ranking
LT Liu, N Garg, C Borgs
International Conference on Artificial Intelligence and Statistics, 2489-2518, 2022
302022
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
232016
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
92024
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
32017
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
12024
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
12024
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, 2018
2018
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Artikler 1–20