Towards Tight Communication Lower Bounds for Distributed Optimisation

16 October 2020

Dan Alistarh

Papers citing "Towards Tight Communication Lower Bounds for Distributed Optimisation"

3 / 3 papers shown

Title
Distributed Extra-gradient with Optimal Complexity and Communication Guarantees Ali Ramezani-Kebrya Kimon Antonakopoulos Igor Krawczuk Justin Deschenaux V. Cevher 32 2 0 17 Aug 2023
NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization Ali Ramezani-Kebrya Fartash Faghri Ilya Markov V. Aksenov Dan Alistarh Daniel M. Roy MQ 57 30 0 28 Apr 2021
Linearly Converging Error Compensated SGD Eduard A. Gorbunov D. Kovalev Dmitry Makarenko Peter Richtárik 163 77 0 23 Oct 2020