Igor Sokolov

100

202120222023202411 57 95 41

Peter RichtarikProfessor, KAUSTVerified email at kaust.edu.sa
Ilyas FatkhullinETH ZurichVerified email at ai.ethz.ch
Eduard GorbunovResearch Scientist, Mohamed bin Zayed University of Artificial IntelligenceVerified email at mbzuai.ac.ae
Zhize LiAssistant Professor, Singapore Management UniversityVerified email at smu.edu.sg
Grigory MalinovskyPhD student, King Abdullah University of Science and TechnologyVerified email at kaust.edu.sa
Elnur GasanovPh.D. student in Optimization and Machine Learning, King Abdullah University of Science and TechnologyVerified email at kaust.edu.sa
Konstantin BurlachenkoKing Abdullah University of Science and Technology.Verified email at kaust.edu.sa
Abdurakhmon SadievPhD student, KAUSTVerified email at kaust.edu.sa
Ahmed KhaledPrinceton UniversityVerified email at princeton.edu
Yury DemidovichPostdoctoral Fellow, KAUSTVerified email at kaust.edu.sa

Igor Sokolov

Ph.D. student, KAUST

Verified email at kaust.edu.sa - Homepage


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
EF21: A new, simpler, theoretically better, and practically faster error feedback P Richtárik, I Sokolov, I Fatkhullin Advances in Neural Information Processing Systems 34, 4384-4396, 2021	111	2021
EF21 with bells & whistles: Practical algorithmic extensions of modern error feedback I Fatkhullin, I Sokolov, E Gorbunov, Z Li, P Richtárik arXiv preprint arXiv:2110.03294, 2021	45	2021
3PC: Three point compressors for communication-efficient distributed training and a better theory for lazy aggregation P Richtárik, I Sokolov, E Gasanov, I Fatkhullin, Z Li, E Gorbunov International Conference on Machine Learning, 18596-18648, 2022	25	2022
Federated optimization algorithms with random reshuffling and gradient compression A Sadiev, G Malinovsky, E Gorbunov, I Sokolov, A Khaled, K Burlachenko, ... arXiv preprint arXiv:2206.07021, 2022	18	2022
A guide through the zoo of biased SGD Y Demidovich, G Malinovsky, I Sokolov, P Richtárik Advances in Neural Information Processing Systems 36, 2024	7	2024

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