Lydia T. Liu
Lydia T. Liu
Computer Science, UC Berkeley
Verified email at - Homepage
Cited by
Cited by
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
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
PCA: High dimensional exponential family PCA
LT Liu, E Dobriban, A Singer
The Annals of Applied Statistics 12 (4), 2121-2150, 2018
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
The implicit fairness criterion of unconstrained learning
LT Liu, M Simchowitz, M Hardt
International Conference on Machine Learning, 2019, 2018
Competing bandits in matching markets
LT Liu, H Mania, M Jordan
International Conference on Artificial Intelligence and Statistics, 1618-1628, 2020
Steerable ePCA: Rotationally invariant exponential family PCA
Z Zhao, LT Liu, A Singer
IEEE Transactions on Image Processing 29, 6069-6081, 2020
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
Bandit learning in decentralized matching markets
LT Liu, F Ruan, H Mania, MI Jordan
Journal of Machine Learning Research 22 (211), 1-34, 2021
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
On the two-sample statistic approach to generative adversarial networks
L Liu
Strategic ranking
LT Liu, N Garg, C Borgs
International Conference on Artificial Intelligence and Statistics, 2489-2518, 2022
LT Liu
Women's Studies 47 (8), 873-873, 2018
Balancing Competing Objectives for Welfare-Aware Machine Learning with Imperfect Data
E Rolf, M Simchowitz, S Dean, LT Liu, D Björkegren, M Hardt, ...
The system can't perform the operation now. Try again later.
Articles 1–14