Publications

Analyzing and Improving Greedy 2-Coordinate Updates For Equality-Constrained Optimization via Steepest Descent in the 1-Norm
Amrutha Varshini Ramesh, Aaron Mishkin, Mark Schmidt, Yihan Zhou, Jonathan Wilder Lavington, Jennifer She
arxiv
A Competitive Algorithm for Agnostic Active Learning (NeurIPS 2023)
Eric Price, Yihan Zhou
arxiv
Regret Bounds without Lipschitz Continuity: Online Learning with Relative-Lipschitz Losses (NeurIPS 2020)
Yihan Zhou, Victor Portella, Mark Schmidt, Nick Harvey
arxiv Master thesis 3min video talk
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 (PLOS ONE)
John-Jose Nunez, Teyden T. Nguyen, Yihan Zhou, Bo Cao, Raymond T. Ng, Jun Chen, Benicio N. Frey, Roumen Milev, Daniel J. Müller, Susan Rotzinger, Claudio N. Soares, Rudolf Uher, Sidney H. Kennedy, Raymond W. Lam
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