Lee, Kiwon

4 publications

NeurIPSW 2024 High Dimensional First Order Mini-Batch Algorithms on Quadratic Problems Andrew Nicholas Cheng, Kiwon Lee, Courtney Paquette

NeurIPS 2022 Trajectory of Mini-Batch Momentum: Batch Size Saturation and Convergence in High Dimensions Kiwon Lee, Andrew Cheng, Elliot Paquette, Courtney Paquette

COLT 2021 SGD in the Large: Average-Case Analysis, Asymptotics, and Stepsize Criticality Courtney Paquette, Kiwon Lee, Fabian Pedregosa, Elliot Paquette

ECCV 2020 Autoencoder-Based Graph Construction for Semi-Supervised Learning Mingeun Kang, Kiwon Lee, Yong H. Lee, Changho Suh