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Combining Public and Private Data

Combining Public and Private Data

Cecilia Ferrando
Jennifer Gillenwater
Alex Kulesza
ArXiv (abs)PDFHTML

Papers citing "Combining Public and Private Data"

5 / 5 papers shown
Title
Pre-training Differentially Private Models with Limited Public Data
Pre-training Differentially Private Models with Limited Public Data
Zhiqi Bu
Xinwei Zhang
Mingyi Hong
Sheng Zha
George Karypis
116
4
0
28 Feb 2024
Mean Estimation Under Heterogeneous Privacy Demands
Mean Estimation Under Heterogeneous Privacy Demands
Syomantak Chaudhuri
Konstantin Miagkov
T. Courtade
84
1
0
19 Oct 2023
Coupling public and private gradient provably helps optimization
Coupling public and private gradient provably helps optimization
Ruixuan Liu
Zhiqi Bu
Yu Wang
Sheng Zha
George Karypis
80
2
0
02 Oct 2023
Mean Estimation Under Heterogeneous Privacy: Some Privacy Can Be Free
Mean Estimation Under Heterogeneous Privacy: Some Privacy Can Be Free
Syomantak Chaudhuri
T. Courtade
57
4
0
27 Apr 2023
Federated Learning with Heterogeneous Differential Privacy
Federated Learning with Heterogeneous Differential Privacy
Nasser Aldaghri
Hessam Mahdavifar
Ahmad Beirami
FedML
85
2
0
28 Oct 2021