Yen-Huan Li

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)

Venues

AISTATS (2) ALT (2) NeurIPS (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)

Research topics

Mathematics & Optimization (4) Optimization (4) Machine Learning (3) Optimization & Theory (3) Mathematics (1)

Keywords

logarithmic loss (3) portfolio selection (2) online convex optimization (2) quantum state (2) 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) semidefinite program (1) follow the regularized leader (1) self-concordant barrier (1) regret rate (1) poisson inverse problem (1) self-concordant regularizer (1) vb-ftrl (1) model 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 NeurIPS 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