Regret bounds without Lipschitz continuity: Online learning with relative-Lipschitz losses Y Zhou, V Sanches Portella, M Schmidt, N Harvey Advances in Neural Information Processing Systems 33, 15823-15833, 2020 | 22 | 2020 |
Replication of machine learning methods to predict treatment outcome with antidepressant medications in patients with major depressive disorder from STAR* D and CAN-BIND-1 JJ Nunez, TT Nguyen, Y Zhou, B Cao, RT Ng, J Chen, BN Frey, R Milev, ... Plos one 16 (6), e0253023, 2021 | 13 | 2021 |
Analyzing and Improving Greedy 2-Coordinate Updates for Equality-Constrained Optimization via Steepest Descent in the 1-Norm AV Ramesh, A Mishkin, M Schmidt, Y Zhou, JW Lavington, J She arXiv preprint arXiv:2307.01169, 2023 | 1 | 2023 |
A Competitive Algorithm for Agnostic Active Learning Y Zhou, E Price Advances in Neural Information Processing Systems 36, 2024 | | 2024 |