Publications

U. Jang, J. D. Lee, and E. K. Ryu. LoRA Training in the NTK Regime has No Spurious Local Minima. International Conference on Machine Learning (Oral, top 144/9473=1.5% of papers), 2024. [Link]
U.Jang, S. Das Gupta, and E. K. Ryu. Computer-Assisted Design of Accelerated Composite Optimization Methods: OptISTA. Under major revision in Mathematical Programming, 2023. [Link]
U.Jang (published as E. Chang), J. Kim, H. Kwak, H.H. Lee, and S.G. Youn. Irreducibly SU(2)-covariant quantum channels of low rank. Reviews in Mathematical Physics, 2022. [Link]