Li, Yen-Huan

5 publications

ALT 2025 Online Learning of Quantum States with Logarithmic Loss via VB-FTRL Wei-Fu Tseng, Kai-Chun Chen, Zi-Hong Xiao, Yen-Huan Li

AISTATS 2024 Fast Minimization of Expected Logarithmic Loss via Stochastic Dual Averaging Chung-En Tsai, Hao-Chung Cheng, Yen-Huan Li

NeurIPS 2023 Data-Dependent Bounds for Online Portfolio Selection Without Lipschitzness and Smoothness Chung-En Tsai, Ying-Ting Lin, Yen-Huan Li

ALT 2023 Online Self-Concordant and Relatively Smooth Minimization, with Applications to Online Portfolio Selection and Learning Quantum States Chung-En Tsai, Hao-Chung Cheng, Yen-Huan Li

AISTATS 2015 Sparsistency of 1-Regularized M-Estimators Yen-Huan Li, Jonathan Scarlett, Pradeep Ravikumar, Volkan Cevher