Beyond Uniform Lipschitz Condition in Differentially Private
Optimization

Beyond Uniform Lipschitz Condition in Differentially Private Optimization

21 June 2022

Tong Zhang

Sujay Sanghavi

Papers citing "Beyond Uniform Lipschitz Condition in Differentially Private Optimization"

7 / 7 papers shown

Title
Momentum Aggregation for Private Non-convex ERM Hoang Tran Ashok Cutkosky 36 14 0 12 Oct 2022
High Dimensional Differentially Private Stochastic Optimization with Heavy-tailed Data Lijie Hu Shuo Ni Hanshen Xiao Di Wang 68 52 0 23 Jul 2021
Private Adaptive Gradient Methods for Convex Optimization Hilal Asi John C. Duchi Alireza Fallah O. Javidbakht Kunal Talwar 49 53 0 25 Jun 2021
Tempered Sigmoid Activations for Deep Learning with Differential Privacy Nicolas Papernot Abhradeep Thakurta Shuang Song Steve Chien Ulfar Erlingsson AAML 172 179 0 28 Jul 2020
Differentially Private Assouad, Fano, and Le Cam Jayadev Acharya Ziteng Sun Huanyu Zhang FedML 44 58 0 14 Apr 2020
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 121 7,386 0 02 Oct 2019
The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning Siyuan Ma Raef Bassily M. Belkin 48 289 0 18 Dec 2017