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Gorbunov, Eduard
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1

Implicitly normalized forecaster with clipping for linear a..:

Dorn, Yuriy ; Kornilov, Nikita ; Kutuzov, Nikolay...
Computational Management Science.  21 (2024)  1 - p. , 2024
Link: https://doi.org/10.1007/..
 
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2

Smooth monotone stochastic variational inequalities and sad..:

Beznosikov, Aleksandr ; Polyak, Boris ; Gorbunov, Eduard..
European Mathematical Society Magazine.  , 2023
Link: https://doi.org/10.4171/..
 
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3

Byzantine-Robust Loopless Stochastic Variance-Reduced Gradi..:

, In: Mathematical Optimization Theory and Operations Research; Lecture Notes in Computer Science,
Fedin, Nikita ; Gorbunov, Eduard - p. 39-53 , 2023
Link: https://doi.org/10.1007/..
 
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4

Recent Theoretical Advances in Non-Convex Optimization:

, In: High-Dimensional Optimization and Probability; Springer Optimization and Its Applications,
Danilova, Marina ; Dvurechensky, Pavel ; Gasnikov, Alexander... - p. 79-163 , 2022
Link: https://doi.org/10.1007/..
 
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5

Recent Theoretical Advances in Decentralized Distributed Co..:

, In: High-Dimensional Optimization and Probability; Springer Optimization and Its Applications,
Gorbunov, Eduard ; Rogozin, Alexander ; Beznosikov, Aleksandr.. - p. 253-325 , 2022
Link: https://doi.org/10.1007/..
 
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6

An Accelerated Method for Derivative-Free Smooth Stochastic..:

Gorbunov, Eduard ; Dvurechensky, Pavel ; Gasnikov, Alexander
SIAM Journal on Optimization.  32 (2022)  2 - p. 1210-1238 , 2022
Link: https://doi.org/10.1137/..
 
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7

Distributed Methods with Absolute Compression and Error Com..:

, In: Communications in Computer and Information Science; Mathematical Optimization Theory and Operations Research: Recent Trends,
Danilova, Marina ; Gorbunov, Eduard - p. 163-177 , 2022
Link: https://doi.org/10.1007/..
 
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8

An accelerated directional derivative method for smooth sto..:

Dvurechensky, Pavel ; Gorbunov, Eduard ; Gasnikov, Alexander
European Journal of Operational Research.  290 (2021)  2 - p. 601-621 , 2021
Link: https://doi.org/10.1016/..
 
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9

Stochastic Three Points Method for Unconstrained Smooth Min..:

Bergou, El Houcine ; Gorbunov, Eduard ; Richtárik, Peter
SIAM Journal on Optimization.  30 (2020)  4 - p. 2726-2749 , 2020
Link: https://doi.org/10.1137/..
 
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10

On Primal and Dual Approaches for Distributed Stochastic Co..:

, In: 2019 IEEE 58th Conference on Decision and Control (CDC),
Dvinskikh, Darina ; Gorbunov, Eduard ; Gasnikov, Alexander.. - p. 7435-7440 , 2019
Link: https://doi.org/10.1109/..
 
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11

Accelerated Zeroth-order Method for Non-Smooth Stochastic C..:

Kornilov, Nikita ; Shamir, Ohad ; Lobanov, Aleksandr...
http://arxiv.org/abs/2310.18763.  , 2023
Link: http://arxiv.org/abs/231..
 
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12

Breaking the Heavy-Tailed Noise Barrier in Stochastic Optim..:

Puchkin, Nikita ; Gorbunov, Eduard ; Kutuzov, Nikolay.
http://arxiv.org/abs/2311.04161.  , 2023
Link: http://arxiv.org/abs/231..
 
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13

Clip21: Error Feedback for Gradient Clipping:

Khirirat, Sarit ; Gorbunov, Eduard ; Horváth, Samuel...
http://arxiv.org/abs/2305.18929.  , 2023
Link: http://arxiv.org/abs/230..
 
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14

High-Probability Convergence for Composite and Distributed ..:

Gorbunov, Eduard ; Sadiev, Abdurakhmon ; Danilova, Marina...
http://arxiv.org/abs/2310.01860.  , 2023
Link: http://arxiv.org/abs/231..
 
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15

Communication Compression for Byzantine Robust Learning: Ne..:

Rammal, Ahmad ; Gruntkowska, Kaja ; Fedin, Nikita..
http://arxiv.org/abs/2310.09804.  , 2023
Link: http://arxiv.org/abs/231..
 
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