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EF-BV: A Unified Theory of Error Feedback and Variance Reduction Mechanisms for Biased and Unbiased Compression in Distributed Optimization.
Laurent Condat
Kai Yi
Peter Richtárik
Published in:
NeurIPS (2022)
Keyphrases
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variance reduction
bias variance decomposition
gradient estimation
monte carlo
sample size
importance sampling
random numbers
distributed systems
quasi monte carlo
image sequences
trade off
markov random field
naive bayes classifier