Yen-Huan Li
Scholar

Yen-Huan Li

Google Scholar ID: Mqz_yhAAAAAJ
Associate Professor of Computer Science, National Taiwan University
machine learningconvex optimizationhigh-dimensional statisticsquantum information
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
413
 
H-index
9
 
i10-index
9
 
Publications
20
 
Co-authors
23
list available
Contact
CVOpen ↗GitHubOpen ↗
Publications
3 items
Algorithms for Computing the Petz-Augustin Capacity
arXiv.org · 2026
Cited
0
A Linearly Convergent Algorithm for Computing the Petz-Augustin Information
2025
Cited
0
Online Learning Quantum States with the Logarithmic Loss via VB-FTRL
arXiv.org · 2023
Cited
1
Resume
Research Experience
  • - Position: Associate Professor in the Department of Computer Science and Information Engineering at National Taiwan University.
Background
  • - Research Interests: Decision making under uncertainty, particularly with weak or no assumptions about Reality.
  • - Fields of Study: Machine learning, convex optimization, mathematical statistics, and quantum information theory.
Miscellany
  • - Blog (no longer maintained): Que-sais je?
Co-authors
11 total
Volkan Cevher
Volkan Cevher
Associate Professor, LIONS, EPFL. Amazon Scholar (AGI Foundations).
Jonathan Scarlett
Jonathan Scarlett
Associate Professor, Computer Science and Mathematics, National University of Singapore
Hao-Chung Cheng
Hao-Chung Cheng
National Taiwan University
Ya-Ping Hsieh
Ya-Ping Hsieh
ETH Zürich
Quoc Tran-Dinh
Quoc Tran-Dinh
Department of Statistics and Operations Research, UNC
Ilija Bogunovic
Ilija Bogunovic
Assistant professor, UCL
Tolga Cukur
Tolga Cukur
Bilkent University, Professor of Electrical Engineering
Alp Yurtsever
Alp Yurtsever
Umeå University