One paper accepted to KCC 2022!
A Statistical Analysis of Stochastic Gradient Noises for GNNs
One paper (A Statistical Analysis of Stochastic Gradient Noises for GNNs) is accepted to KCC 2022! This is joint work with Minchan Jeong, Namgyu Ho, and Se-Young Yun (KAIST AI).
More details to come!
Junghyun Lee
PhD Student
PhD student at GSAI, KAIST, jointly advised by Prof. Se-Young Yun and Prof. Chulhee Yun. Interested in mathematical and theoretical AI, i.e., essentially any machine learning challenges necessitating mathematical analysis. Recently focused on statistical problems arising from RLHF, including interactive machine learning and low-dimensional structure recovery.