Dept. of Management Science and Information Systems, Rutgers Business School; Coordinated Science Laboratory, University of Illinois Urbana-Champaign; Inria Paris, CNRS, Ecole Normale Supérieure, PSL Research University; Dept. of Mathematics, Florida State University
Lingjiong Zhu, Mert Gurbuzbalaban, Anant Raj, Umut Simsekli
Algorithmic stability;SGD;Wasserstein distance
Uniform-in-Time Wasserstein Stability Bounds for (Noisy) Stochastic Gradient Descent