Igor Sokolov

Orcid: 0000-0002-2338-0187

Affiliations:

King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia

According to our database¹, Igor Sokolov authored at least 7 papers between 2021 and 2024.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

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Bibliography

2024

MARINA-P: Superior Performance in Non-smooth Federated Optimization with Adaptive Stepsizes.

[BibT_eX]

[DOI]

Igor Sokolov

Peter Richtárik

CoRR, 2024

Cohort Squeeze: Beyond a Single Communication Round per Cohort in Cross-Device Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2024

2023

A Guide Through the Zoo of Biased SGD.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Federated Optimization Algorithms with Random Reshuffling and Gradient Compression.

[BibT_eX]

[DOI]

Konstantin Burlachenko

Peter Richtárik

CoRR, 2022

3PC: Three Point Compressors for Communication-Efficient Distributed Training and a Better Theory for Lazy Aggregation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

2021

EF21 with Bells & Whistles: Practical Algorithmic Extensions of Modern Error Feedback.

[BibT_eX]

[DOI]

CoRR, 2021

EF21: A New, Simpler, Theoretically Better, and Practically Faster Error Feedback.

[BibT_eX]

[DOI]

Peter Richtárik

Igor Sokolov

Ilyas Fatkhullin

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Igor Sokolov

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