Yen-Huan Li

5 papers · 2015–2025 · 3 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (3) 🏃 Academic Marathon (10) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)

Conferences

AISTATS (2) ALT (2) NIPS (1)

Top co-authors

Chung-En Tsai (3) Hao-Chung Cheng (2) Zi-Hong Xiao (1) Pradeep Ravikumar (1) Kai-Chun Chen (1) Jonathan Scarlett (1) Ying-Ting Lin (1) Volkan Cevher (1) Wei-Fu Tseng (1)

Keywords

online convex optimization (2) logarithmic loss (2) portfolio selection (2) statistical model (1) mirror descent (1) quantum state tomography (1) regret bound (1) first-order method (1) linear model (1) stochastic dual averaging (1) logarithmic barrier (1) matrix permanent (1) follow the regularized leader (1) self-concordant barrier (1) quantum state (1) poisson inverse problem (1) model selection (1) self-concordant regularizer (1) convex optimization (1) feature selection (1)

Papers

Online Learning of Quantum States with Logarithmic Loss via VB-FTRL ALT 2025

Fast Minimization of Expected Logarithmic Loss via Stochastic Dual Averaging AISTATS 2024

Data-Dependent Bounds for Online Portfolio Selection Without Lipschitzness and Smoothness NIPS 2023

Online Self-Concordant and Relatively Smooth Minimization, With Applications to Online Portfolio Selection and Learning Quantum States ALT 2023

Sparsistency of \ell_1-Regularized M-Estimators AISTATS 2015