@inproceedings{NEURIPS2021_4ddb5b8d, author = {Bassily, Raef and Guzm\'{a}n, Crist\'{o}bal and Menart, Michael}, booktitle = {Advances in Neural Information Processing Systems}, editor = {M. Ranzato and A. Beygelzimer and Y. Dauphin and P.S. Liang and J. Wortman Vaughan}, pages = {9317--9329}, publisher = {Curran Associates, Inc.}, title = {Differentially Private Stochastic Optimization: New Results in Convex and Non-Convex Settings}, url = {https://proceedings.neurips.cc/paper_files/paper/2021/file/4ddb5b8d603f88e9de689f3230234b47-Paper.pdf}, volume = {34}, year = {2021} }