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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 6 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

Online presence:

On csauthors.net:

Bibliography

2024
Cohort Squeeze: Beyond a Single Communication Round per Cohort in Cross-Device Federated Learning.
[BibTeX]
[DOI]
Kai Yi
,
Timur Kharisov
,
Igor Sokolov
,
Peter Richtárik
CoRR, 2024

2023
A Guide Through the Zoo of Biased SGD.
[BibTeX]
[DOI]
Yury Demidovich
,
Grigory Malinovsky
,
Igor Sokolov
,
Peter Richtárik
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.
[BibTeX]
[DOI]
Abdurakhmon Sadiev
,
Grigory Malinovsky
,
Eduard Gorbunov
,
Igor Sokolov
,
Ahmed Khaled
,
Konstantin Burlachenko
,
Peter Richtárik
CoRR, 2022

3PC: Three Point Compressors for Communication-Efficient Distributed Training and a Better Theory for Lazy Aggregation.
[BibTeX]
[DOI]
Peter Richtárik
,
Igor Sokolov
,
Elnur Gasanov
,
Ilyas Fatkhullin
,
Zhize Li
,
Eduard Gorbunov
Proceedings of the International Conference on Machine Learning, 2022

2021
EF21 with Bells & Whistles: Practical Algorithmic Extensions of Modern Error Feedback.
[BibTeX]
[DOI]
Ilyas Fatkhullin
,
Igor Sokolov
,
Eduard Gorbunov
,
Zhize Li
,
Peter Richtárik
CoRR, 2021

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


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