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Igor Sokolov 0001

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

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Conference and Workshop Papers

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2023
[c3]
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  - conf/nips/DemidovichM0R23
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  - https://dblp.org/rec/conf/nips/DemidovichM0R23
Yury Demidovich, Grigory Malinovsky, Igor Sokolov, Peter Richtárik:
A Guide Through the Zoo of Biased SGD. NeurIPS 2023
2022
[c2]
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  - conf/icml/Richtarik0GFLG22
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  - https://dblp.org/rec/conf/icml/Richtarik0GFLG22
Peter Richtárik, Igor Sokolov, Elnur Gasanov, Ilyas Fatkhullin, Zhize Li, Eduard Gorbunov:
3PC: Three Point Compressors for Communication-Efficient Distributed Training and a Better Theory for Lazy Aggregation. ICML 2022: 18596-18648
2021
[c1]
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  - conf/nips/RichtarikSF21
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Peter Richtárik, Igor Sokolov, Ilyas Fatkhullin:
EF21: A New, Simpler, Theoretically Better, and Practically Faster Error Feedback. NeurIPS 2021: 4384-4396

Informal and Other Publications

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2024
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  - journals/corr/abs-2406-01115
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Kai Yi, Timur Kharisov, Igor Sokolov, Peter Richtárik:
Cohort Squeeze: Beyond a Single Communication Round per Cohort in Cross-Device Federated Learning. CoRR abs/2406.01115 (2024)
2023
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  - journals/corr/abs-2305-16296
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Yury Demidovich, Grigory Malinovsky, Igor Sokolov, Peter Richtárik:
A Guide Through the Zoo of Biased SGD. CoRR abs/2305.16296 (2023)
2022
[i4]
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  - journals/corr/abs-2202-00998
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Peter Richtárik, Igor Sokolov, Ilyas Fatkhullin, Elnur Gasanov, Zhize Li, Eduard Gorbunov:
3PC: Three Point Compressors for Communication-Efficient Distributed Training and a Better Theory for Lazy Aggregation. CoRR abs/2202.00998 (2022)
[i3]
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  - journals/corr/abs-2206-07021
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  - https://dblp.org/rec/journals/corr/abs-2206-07021
Abdurakhmon Sadiev, Grigory Malinovsky, Eduard Gorbunov, Igor Sokolov, Ahmed Khaled, Konstantin Burlachenko, Peter Richtárik:
Federated Optimization Algorithms with Random Reshuffling and Gradient Compression. CoRR abs/2206.07021 (2022)
2021
[i2]
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  - journals/corr/abs-2106-05203
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Peter Richtárik, Igor Sokolov, Ilyas Fatkhullin:
EF21: A New, Simpler, Theoretically Better, and Practically Faster Error Feedback. CoRR abs/2106.05203 (2021)
[i1]
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  dblp key:
  - journals/corr/abs-2110-03294
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Ilyas Fatkhullin, Igor Sokolov, Eduard Gorbunov, Zhize Li, Peter Richtárik:
EF21 with Bells & Whistles: Practical Algorithmic Extensions of Modern Error Feedback. CoRR abs/2110.03294 (2021)

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