Lim, Sungbin (임성빈)

Department

Graduate School of Artificial Intelligence(인공지능대학원)

Website

https://sites.google.com/view/sungbin/

Lab

Learning Intelligent Machine Lab. (LIM Lab)

Research Keywords

기계학습, 인공지능, 인과학습, 확률적 최적화, 최적 제어, Machine Learning, Artificial Intelligence, Causal Learning, Stochastic Optimization, Optimal Control

Research Interests

Our research interest is focused on Artificial Intelligence (AI) and its applications to industrial and scientific problems. Specifically, we pursue principled approaches to incomplete data problems in machine learning via the view of statistics and mathematics. These topics are profoundly related to statistical learning, meta learning, and causal reasoning. Currently, we are working with the following research topics:- Causal Learning- Stochastic Optimization- Planning / Reinforcement Learning- Automated Machine Learning