About Me

Hello, my name is Beomhan Baek, and I am an undergraduate student at Seoul National University majoring in Mathematical Sciences. My research interests lie in a broad class of machine learning theory, including optimization, deep learning theory, and interactive decision-making.

I have been studying optimization in deep learning, advised by Prof. Chulhee Yun. Recently, I’m also exploring RL theory with Prof. Dabeen Lee. My previous work involved using game theory to study resource allocation in edge computing.

Research Interests

• Theory of Machine Learning
• Optimization

Education

Seoul National University

B.S. in Mathematical Sciences
2020 – Present

Korea Science Academy of KAIST

High School for Gifted Students in Science and Mathematics
2017 – 2020