Inria Paris, CNRS, Ecole Normale Supérieure, PSL Research University, Paris, France; CMAP, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, Paris, France
Kruno Lehman, Alain Durmus, Umut Simsekli
SGD;heavy-tails;wasserstein convergence
Approximate Heavy Tails in Offline (Multi-Pass) Stochastic Gradient Descent