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2010.11082
Cited By
On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data
21 October 2020
Di Wang
Hanshen Xiao
S. Devadas
Jinhui Xu
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Papers citing
"On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data"
13 / 13 papers shown
Title
Dyn-D
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P: Dynamic Differentially Private Decentralized Learning with Provable Utility Guarantee
Zehan Zhu
Yan Huang
Xin Wang
Shouling Ji
Jinming Xu
26
0
0
10 May 2025
Differential Private Stochastic Optimization with Heavy-tailed Data: Towards Optimal Rates
Puning Zhao
Jiafei Wu
Zhe Liu
Chong Wang
Rongfei Fan
Qingming Li
48
1
0
19 Aug 2024
Private Means and the Curious Incident of the Free Lunch
Jack Fitzsimons
James Honaker
Michael Shoemate
Vikrant Singhal
46
2
0
19 Aug 2024
Delving into Differentially Private Transformer
Youlong Ding
Xueyang Wu
Yining Meng
Yonggang Luo
Hao Wang
Weike Pan
39
5
0
28 May 2024
PrivSGP-VR: Differentially Private Variance-Reduced Stochastic Gradient Push with Tight Utility Bounds
Zehan Zhu
Yan Huang
Xin Wang
Jinming Xu
41
0
0
04 May 2024
Convergence and Privacy of Decentralized Nonconvex Optimization with Gradient Clipping and Communication Compression
Boyue Li
Yuejie Chi
21
12
0
17 May 2023
Differentially Private Stochastic Convex Optimization in (Non)-Euclidean Space Revisited
Jinyan Su
Changhong Zhao
Di Wang
33
3
0
31 Mar 2023
Differentially Private Natural Language Models: Recent Advances and Future Directions
Lijie Hu
Ivan Habernal
Lei Shen
Di Wang
AAML
30
18
0
22 Jan 2023
Private optimization in the interpolation regime: faster rates and hardness results
Hilal Asi
Karan N. Chadha
Gary Cheng
John C. Duchi
47
5
0
31 Oct 2022
Beyond Uniform Lipschitz Condition in Differentially Private Optimization
Rudrajit Das
Satyen Kale
Zheng Xu
Tong Zhang
Sujay Sanghavi
24
17
0
21 Jun 2022
New Lower Bounds for Private Estimation and a Generalized Fingerprinting Lemma
Gautam Kamath
Argyris Mouzakis
Vikrant Singhal
FedML
42
26
0
17 May 2022
Differentially Private SGDA for Minimax Problems
Zhenhuan Yang
Shu Hu
Yunwen Lei
Kush R. Varshney
Siwei Lyu
Yiming Ying
36
19
0
22 Jan 2022
Private Robust Estimation by Stabilizing Convex Relaxations
Pravesh Kothari
Pasin Manurangsi
A. Velingker
26
45
0
07 Dec 2021
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