Yi-Shan Wu
Postdoc Researcher
Data Science and Statistics (DSS) Group,
Department of Mathematics and Computer Science (IMADA),
University of South Denmark (SDU)
E-mail : yswu@imada.sdu.dk (primary); yswu@di.ku.dk
I am currently a Postdoc Researcher in the Department of Mathematics and Computer Science (IMADA) at South Denmark University (SDU), under the supervision of Melih Kandemir. I am a member of the Data Science and Statistics (DSS) Group at SDU, and also affiliated with the Learning Theory and Optimization Collaboratory of Pioneer Center for Artificial Intelligence (PI) in Denmark.
I received my Ph.D. degree in Computer Science in 2023, where I was part of the Machine Learning Section of DIKU (Department of Computer Science, University of Copenhagen), under the supervision of Yevgeny Seldin. I am also a member of the DeLTA Lab (Denmark Learning Theory and Applications).
I received my BSc degree in Physics from National Taiwan University (NTU) in 2017. After my BSc, I spent about 2 years as a research assistant at the Institute of Information Science at Academia Sinica, where I worked with Chi-Jen Lu in online learning and lifelong learning.
My research interest is Machine Learning Theory, especially on:
Reinforcement Learning
PAC-Bayesian analysis
Online Learning
Lifelong Learning
Recent Work
News
February 2024: I will be co-organizing the Machine Learning Theory session at the D3A event in Nyborg.
October 2023: I will be co-organizing AI Research Moonshots Workshop at Pioneer Centre for Artificial Intelligence in Copenhagen.
September 2023: I will be attending GenU 2023 in Copenhagen.
September 2023: I will be participating EWRL 2023 in Brussels.
April 2023: I will be attending AISTATS 2023 in Valencia.
March 2023: I will be visiting CWI, Amsterdam, for a month.
December 2022: I will be attending NeurIPS 2022 in New Orleans.
November 2022: I will be visiting CWI, Amsterdam, for a month.
July 2022: I will be attending COLT 2022 in London.
April 2022: I will be visiting the statistics department of UCL, London, for two weeks.
November 2021: I will be attending 1st NordicAIMeet in Oslo.
October 2021: I will be visiting CWI, Amsterdam for a week.