Sparse Random Networks for Communication-Efficient Federated Learning

Sparse Random Networks for Communication-Efficient Federated Learning

30 September 2022

Deniz Gunduz

Tsachy Weissman

Papers citing "Sparse Random Networks for Communication-Efficient Federated Learning"

6 / 6 papers shown

Title
QUIC-FL: Quick Unbiased Compression for Federated Learning Ran Ben-Basat S. Vargaftik Amit Portnoy Gil Einziger Y. Ben-Itzhak Michael Mitzenmacher FedML 35 10 0 26 May 2022
DRIVE: One-bit Distributed Mean Estimation S. Vargaftik Ran Ben-Basat Amit Portnoy Gal Mendelson Y. Ben-Itzhak Michael Mitzenmacher OOD FedML 37 39 0 18 May 2021
Communication-Efficient and Personalized Federated Lottery Ticket Learning Sejin Seo Seung-Woo Ko Jihong Park Seong-Lyun Kim M. Bennis FedML 28 10 0 26 Apr 2021
An Information-Theoretic Justification for Model Pruning Berivan Isik Tsachy Weissman Albert No 61 29 0 16 Feb 2021
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization Amirhossein Reisizadeh Aryan Mokhtari Hamed Hassani Ali Jadbabaie Ramtin Pedarsani FedML 115 645 0 28 Sep 2019
Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity Ulfar Erlingsson Vitaly Feldman Ilya Mironov A. Raghunathan Kunal Talwar Abhradeep Thakurta 100 384 0 29 Nov 2018