Gheissari, Reza

3 publications

ICLR 2024 High-Dimensional SGD Aligns with Emerging Outlier Eigenspaces Gerard Ben Arous, Reza Gheissari, Jiaoyang Huang, Aukosh Jagannath

NeurIPS 2022 High-Dimensional Limit Theorems for SGD: Effective Dynamics and Critical Scaling Gerard Ben Arous, Reza Gheissari, Aukosh Jagannath

JMLR 2021 Online Stochastic Gradient Descent on Non-Convex Losses from High-Dimensional Inference Gerard Ben Arous, Reza Gheissari, Aukosh Jagannath