Hi! My name is Minhak Song (송민학), and I am an undergraduate student at KAIST, majoring in Mathematical Sciences (minor in Industrial and Systems Engineering). My research interests lie in the theoretical foundations of modern machine learning, with the goal of bridging theory and practice. Recently, I have been studying the training dynamics of optimization algorithms in deep learning under the guidance of Prof. Chulhee Yun. Currently, I am a visiting student at the University of Washington, hosted by Prof. Simon Du, where I am working on reinforcement learning from human feedback (RLHF) from an optimization perspective.
Feel free to reach out for discussions and potential collaborations!