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 | 528 | 2018 |
Competing bandits in matching markets LT Liu, H Mania, M Jordan International Conference on Artificial Intelligence and Statistics, 1618-1628, 2020 | 92 | 2020 |
The implicit fairness criterion of unconstrained learning LT Liu, M Simchowitz, M Hardt International Conference on Machine Learning, 2019, 2018 | 89 | 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 | 87 | 2020 |
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 | 70* | 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 | 66 | 2021 |
PCA: High dimensional exponential family PCA LT Liu, E Dobriban, A Singer | 61 | 2018 |
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 | 27 | 2020 |
Strategic ranking LT Liu, N Garg, C Borgs International Conference on Artificial Intelligence and Statistics, 2489-2518, 2022 | 25 | 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 |
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 | 22* | 2023 |
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 actionability of outcome prediction LT Liu, S Barocas, J Kleinberg, K Levy Proceedings of the AAAI Conference on Artificial Intelligence 38 (20), 22240 …, 2024 | 5 | 2024 |
Steerable ePCA: Rotationally invariant exponential family PCA Z Zhao, LT Liu, A Singer IEEE Transactions on Image Processing 29, 6069-6081, 2020 | 5* | 2020 |
On the two-sample statistic approach to generative adversarial networks L Liu | 3 | 2017 |
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 |