Mask-Encoded Sparsification: Mitigating Biased Gradients in
Communication-Efficient Split Learning

Mask-Encoded Sparsification: Mitigating Biased Gradients in Communication-Efficient Split Learning

25 August 2024

Papers citing "Mask-Encoded Sparsification: Mitigating Biased Gradients in Communication-Efficient Split Learning"

9 / 9 papers shown

Title
DoCoFL: Downlink Compression for Cross-Device Federated Learning Ron Dorfman S. Vargaftik Y. Ben-Itzhak Kfir Y. Levy FedML 54 21 0 01 Feb 2023
Optimal Clipping and Magnitude-aware Differentiation for Improved Quantization-aware Training Charbel Sakr Steve Dai Rangharajan Venkatesan B. Zimmer W. Dally Brucek Khailany MQ 42 41 0 13 Jun 2022
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 458 40,217 0 22 Oct 2020
SplitFed: When Federated Learning Meets Split Learning Chandra Thapa Pathum Chamikara Mahawaga Arachchige S. Çamtepe Lichao Sun FedML 73 573 0 25 Apr 2020
Split learning for health: Distributed deep learning without sharing raw patient data Praneeth Vepakomma O. Gupta Tristan Swedish Ramesh Raskar FedML 102 694 0 03 Dec 2018
Distributed learning of deep neural network over multiple agents O. Gupta Ramesh Raskar FedML OOD 47 602 0 14 Oct 2018
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 251 17,328 0 17 Feb 2016
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.1K 99,991 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.2K 39,383 0 01 Sep 2014