Wyner-Ziv compression is (almost) optimal for distributed optimization
Author:
Affiliation:
1. Indian Urban Data Exchange
2. Indian Institute of Science
Funder
Robert Bosch
Indian Institute of Science
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9834325/9834269/09834730.pdf?arnumber=9834730
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1. Distributed mean estimation with limited communication;suresh;Proceedings of the International Conference on Machine Learning (ICML’ 17),2017
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3. 1-bit stochastic gradient descent and its application to data-parallel distributed training of speech DNNs
4. Wyner - Ziv theory for a general function of the correlated sources (Corresp.)
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1. Wyner-Ziv Estimators for Distributed Mean Estimation with Side Information and Optimization;IEEE Transactions on Information Theory;2023
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