I am a senior in the Dpt. of Mathematics at Seoul National University. My current research interest is in optimization theory, hoping to bridge the theory-practice divide. Here is my downloadable CV. I've been working with Prof. Ernest Ryu since 2022 and also worked with Prof. Asuman Ozdaglar in 2023. I can be found in Linkedin / Instagram / X.
Publications
[1] J. Kim, A. Ozdaglar, C. Park, E. K. Ryu, “Time-Reversed Dissipation Induces Duality Between Minimizing Gradient Norm and Function Value”, Neural Information Processing Systems, 2023. Video.
[2] J. Kim, C. Park, J. Diakonikolas, A. Ozdaglar, E. K. Ryu, “Mirror Duality in Convex Optimization”, Arxiv preprint, under review at Mathematical Programming series A.
[3] T. Yoon, J. Kim, J. J. Suh, E. K. Ryu, ``Optimal Acceleration for Minimax and Fixed-Point Problems is Not Unique'', submitted to ICML 2024.
Education
Seoul National University, Department of Mathematics, 2020.03 ~ 2024.06
Seoul Science High School, 2017.03 ~ 2020.02
Teaching Experience
(2024 Spring) Machine Learning Theory
(2022 Fall) Mathematical Foundations of Deep Neural Networks