@inproceedings{NEURIPS2020_0cb5ebb1, author = {Mertikopoulos, Panayotis and Hallak, Nadav and Kavis, Ali and Cevher, Volkan}, booktitle = {Advances in Neural Information Processing Systems}, editor = {H. Larochelle and M. Ranzato and R. Hadsell and M.F. Balcan and H. Lin}, pages = {1117--1128}, publisher = {Curran Associates, Inc.}, title = {On the Almost Sure Convergence of Stochastic Gradient Descent in Non-Convex Problems}, url = {https://proceedings.neurips.cc/paper_files/paper/2020/file/0cb5ebb1b34ec343dfe135db691e4a85-Paper.pdf}, volume = {33}, year = {2020} }