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Alexander Tyurin
Alexander Tyurin
Verified email at kaust.edu.sa - Homepage
Title
Cited by
Cited by
Year
Gradient methods for problems with inexact model of the objective
FS Stonyakin, D Dvinskikh, P Dvurechensky, A Kroshnin, O Kuznetsova, ...
Mathematical Optimization Theory and Operations Research: 18th International …, 2019
582019
Inexact model: a framework for optimization and variational inequalities
F Stonyakin, A Tyurin, A Gasnikov, P Dvurechensky, A Agafonov, ...
Optimization Methods and Software 36 (6), 1155-1201, 2021
452021
Dual approaches to the minimization of strongly convex functionals with a simple structure under affine constraints
AS Anikin, AV Gasnikov, PE Dvurechensky, AI Tyurin, AV Chernov
Computational Mathematics and Mathematical Physics 57, 1262-1276, 2017
432017
Permutation compressors for provably faster distributed nonconvex optimization
R Szlendak, A Tyurin, P Richtárik
In International Conference on Learning Representations. 2022. (ICLR 2022), 2021
312021
Oracle complexity separation in convex optimization
A Ivanova, P Dvurechensky, E Vorontsova, D Pasechnyuk, A Gasnikov, ...
Journal of Optimization Theory and Applications 193 (1), 462-490, 2022
212022
DASHA: Distributed nonconvex optimization with communication compression, optimal oracle complexity, and no client synchronization
A Tyurin, P Richtárik
In International Conference on Learning Representations. 2023. (ICLR 2023), 2022
212022
Inexact relative smoothness and strong convexity for optimization and variational inequalities by inexact model
F Stonyakin, A Tyurin, A Gasnikov, P Dvurechensky, A Agafonov, ...
arXiv preprint arXiv:2001.09013, 2020
202020
EF21-P and Friends: Improved theoretical communication complexity for distributed optimization with bidirectional compression
K Gruntkowska, A Tyurin, P Richtárik
International Conference on Machine Learning, 11761-11807, 2023
192023
Adaptive gradient descent for convex and non-convex stochastic optimization
D Dvinskikh, A Ogaltsov, A Gasnikov, P Dvurechensky, A Tyurin, ...
arXiv preprint arXiv:1911.08380, 2019
192019
Inexact model: A framework for optimization and variational inequalities
F Stonyakin, A Gasnikov, A Tyurin, D Pasechnyuk, A Agafonov, ...
arXiv preprint arXiv:1902.00990, 2019
162019
Mirror version of similar triangles method for constrained optimization problems
A Tyurin
arXiv preprint arXiv:1705.09809, 2017
152017
Fast gradient descent method for convex optimization problems with an oracle that generates a -model of a function in a requested point
A Tyurin, A Gasnikov
arXiv preprint arXiv:1711.02747, 2017
132017
Momentum Provably Improves Error Feedback!
I Fatkhullin, A Tyurin, P Richtárik
Advances in Neural Information Processing Systems 36 (NeurIPS 2023), 2023
82023
A heuristic adaptive fast gradient method in stochastic optimization problems
AV Ogal’tsov, AI Tyurin
Computational Mathematics and Mathematical Physics 60, 1108-1115, 2020
82020
Sharper rates and flexible framework for nonconvex SGD with client and data sampling
A Tyurin, L Sun, K Burlachenko, P Richtárik
Transactions on Machine Learning Research. 2023. (TMLR 2023), 2022
52022
Optimal Time Complexities of Parallel Stochastic Optimization Methods Under a Fixed Computation Model
A Tyurin, P Richtárik
Advances in Neural Information Processing Systems 36 (NeurIPS 2023), 2023
42023
A computation and communication efficient method for distributed nonconvex problems in the partial participation setting
A Tyurin, P Richtárik
Advances in Neural Information Processing Systems 36 (NeurIPS 2023), 2022
42022
2Direction: Theoretically Faster Distributed Training with Bidirectional Communication Compression
A Tyurin, P Richtárik
Advances in Neural Information Processing Systems 36 (NeurIPS 2023), 2023
32023
Improving the Worst-Case Bidirectional Communication Complexity for Nonconvex Distributed Optimization under Function Similarity
K Gruntkowska, A Tyurin, P Richtarik
arXiv preprint arXiv:2402.06412, 2024
12024
Development of a method for solving structural optimization problems
A Tyurin
arXiv preprint arXiv:2008.13098, 2020
12020
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