Yen-Huan Li
5 papers · 2015–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🐝 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
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