Search Results for author: Nikita Fedin

Found 2 papers, 2 papers with code

Communication Compression for Byzantine Robust Learning: New Efficient Algorithms and Improved Rates

1 code implementation15 Oct 2023 Ahmad Rammal, Kaja Gruntkowska, Nikita Fedin, Eduard Gorbunov, Peter Richtárik

Byzantine robustness is an essential feature of algorithms for certain distributed optimization problems, typically encountered in collaborative/federated learning.

Distributed Optimization Federated Learning

Byzantine-Robust Loopless Stochastic Variance-Reduced Gradient

1 code implementation8 Mar 2023 Nikita Fedin, Eduard Gorbunov

Distributed optimization with open collaboration is a popular field since it provides an opportunity for small groups/companies/universities, and individuals to jointly solve huge-scale problems.

Distributed Optimization

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