Stability of Stochastic Gradient Descent on Nonsmooth Convex Losses

Raef Bassily, Vitaly Feldman, Cristóbal Guzmán, Kunal Talwar. Stability of Stochastic Gradient Descent on Nonsmooth Convex Losses. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

Abstract

Abstract is missing.