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20182025
most cited3PC: Three Point Compressors for Communication-Efficient Distributed Training and a Better Theory for Lazy Aggregation

7 citations · 14 across the 9 of their papers we have counts for

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Showing 2024Show all

2 papers · 1 filter

math.OC2024

Speeding up Stochastic Proximal Optimization in the High Hessian Dissimilarity Setting

Elnur Gasanov, Peter Richtárik

Stochastic proximal point methods have recently garnered renewed attention within the optimization community, primarily due to their desirable theoretical properties. Notably, thes…

cs.LG2024★ 1 cited

Error Feedback Reloaded: From Quadratic to Arithmetic Mean of Smoothness Constants

Peter Richtárik, Elnur Gasanov, Konstantin Burlachenko

Error Feedback (EF) is a highly popular and immensely effective mechanism for fixing convergence issues which arise in distributed training methods (such as distributed GD or SGD)…