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Little is Enough: Improving Privacy by Sharing Labels in Federated
  Semi-Supervised Learning

Little is Enough: Improving Privacy by Sharing Labels in Federated Semi-Supervised Learning

9 October 2023
Amr Abourayya
Jens Kleesiek
Kanishka Rao
Erman Ayday
Bharat Rao
Geoff Webb
Michael Kamp
    FedML
ArXivPDFHTML

Papers citing "Little is Enough: Improving Privacy by Sharing Labels in Federated Semi-Supervised Learning"

3 / 3 papers shown
Title
Differentially Private Deep Learning with ModelMix
Differentially Private Deep Learning with ModelMix
Hanshen Xiao
Jun Wan
S. Devadas
8
3
0
07 Oct 2022
The Future of Digital Health with Federated Learning
The Future of Digital Health with Federated Learning
Nicola Rieke
Jonny Hancox
Wenqi Li
Fausto Milletari
H. Roth
...
Ronald M. Summers
Andrew Trask
Daguang Xu
Maximilian Baust
M. Jorge Cardoso
OOD
174
1,703
0
18 Mar 2020
Optimal Distributed Online Prediction using Mini-Batches
Optimal Distributed Online Prediction using Mini-Batches
O. Dekel
Ran Gilad-Bachrach
Ohad Shamir
Lin Xiao
166
683
0
07 Dec 2010
1