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On robustness and local differential privacy

On robustness and local differential privacy

3 January 2022
Mengchu Li
Thomas B. Berrett
Yi Yu
ArXivPDFHTML

Papers citing "On robustness and local differential privacy"

8 / 8 papers shown
Title
A Unified Theoretical Analysis of Private and Robust Offline Alignment: from RLHF to DPO
A Unified Theoretical Analysis of Private and Robust Offline Alignment: from RLHF to DPO
Xingyu Zhou
Yulian Wu
Francesco Orabona
OffRL
9
0
0
21 May 2025
Robust Kernel Hypothesis Testing under Data Corruption
Robust Kernel Hypothesis Testing under Data Corruption
Antonin Schrab
Ilmun Kim
48
3
0
30 May 2024
On Private and Robust Bandits
On Private and Robust Bandits
Yulian Wu
Xingyu Zhou
Youming Tao
Di Wang
24
5
0
06 Feb 2023
Robustness Implies Privacy in Statistical Estimation
Robustness Implies Privacy in Statistical Estimation
Samuel B. Hopkins
Gautam Kamath
Mahbod Majid
Shyam Narayanan
18
50
0
09 Dec 2022
Network change point localisation under local differential privacy
Network change point localisation under local differential privacy
Mengchu Li
Thomas B. Berrett
Yi Yu
29
7
0
14 May 2022
A Private and Computationally-Efficient Estimator for Unbounded
  Gaussians
A Private and Computationally-Efficient Estimator for Unbounded Gaussians
Gautam Kamath
Argyris Mouzakis
Vikrant Singhal
Thomas Steinke
Jonathan R. Ullman
55
40
0
08 Nov 2021
Robust Testing and Estimation under Manipulation Attacks
Robust Testing and Estimation under Manipulation Attacks
Jayadev Acharya
Ziteng Sun
Huanyu Zhang
AAML
58
9
0
21 Apr 2021
Robust and Differentially Private Mean Estimation
Robust and Differentially Private Mean Estimation
Xiyang Liu
Weihao Kong
Sham Kakade
Sewoong Oh
OOD
FedML
53
75
0
18 Feb 2021
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