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Communication Efficient Private Federated Learning Using Dithering

Communication Efficient Private Federated Learning Using Dithering

14 September 2023
Burak Hasircioglu
Deniz Gunduz
    FedML
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Papers citing "Communication Efficient Private Federated Learning Using Dithering"

3 / 3 papers shown
Title
Universal Exact Compression of Differentially Private Mechanisms
Universal Exact Compression of Differentially Private Mechanisms
Yanxiao Liu
Wei-Ning Chen
Ayfer Özgür
Cheuk Ting Li
33
2
0
28 May 2024
The Rate-Distortion-Perception Trade-off: The Role of Private Randomness
The Rate-Distortion-Perception Trade-off: The Role of Private Randomness
Yassine Hamdi
Aaron B. Wagner
Deniz Gündüz
35
9
0
01 Apr 2024
Opacus: User-Friendly Differential Privacy Library in PyTorch
Opacus: User-Friendly Differential Privacy Library in PyTorch
Ashkan Yousefpour
I. Shilov
Alexandre Sablayrolles
Davide Testuggine
Karthik Prasad
...
Sayan Gosh
Akash Bharadwaj
Jessica Zhao
Graham Cormode
Ilya Mironov
VLM
144
348
0
25 Sep 2021
1