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Loizou, Nicolas
62
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Online (62)
Mediatypes
Articles (Online) (9)
Bookchapter (Online) (2)
OpenAccess-fulltext (51)
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1
Dissipative Gradient Descent Ascent Method: A Control Theor..:
Zheng, Tianqi
;
Loizou, Nicolas
;
You, Pengcheng
.
IEEE Control Systems Letters. 8 (2024) - p. 2009-2014 , 2024
Link:
https://doi.org/10.1109/..
?
2
Unified Analysis of Stochastic Gradient Methods for Composi..:
Khaled, Ahmed
;
Sebbouh, Othmane
;
Loizou, Nicolas
..
Journal of Optimization Theory and Applications. 199 (2023) 2 - p. 499-540 , 2023
Link:
https://doi.org/10.1007/..
?
3
Convergence Analysis of Inexact Randomized Iterative Method:
Loizou, Nicolas
;
Richtárik, Peter
SIAM Journal on Scientific Computing. 42 (2020) 6 - p. A3979-A4016 , 2020
Link:
https://doi.org/10.1137/..
?
4
Momentum and stochastic momentum for stochastic gradient, N..:
Loizou, Nicolas
;
Richtárik, Peter
Computational Optimization and Applications. 77 (2020) 3 - p. 653-710 , 2020
Link:
https://doi.org/10.1007/..
?
5
Provably Accelerated Randomized Gossip Algorithms:
, In:
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
,
Loizou, Nicolas
;
Rabbat, Michael
;
Richtarik, Peter
- p. 7505-7509 , 2019
Link:
https://doi.org/10.1109/..
?
6
Locally Adaptive Federated Learning via Stochastic Polyak S..:
Mukherjee, Sohom
;
Loizou, Nicolas
;
Stich, Sebastian U
http://arxiv.org/abs/2307.06306. , 2023
Link:
http://arxiv.org/abs/230..
?
7
Communication-Efficient Gradient Descent-Accent Methods for..:
Zhang, Siqi
;
Choudhury, Sayantan
;
Stich, Sebastian U
.
http://arxiv.org/abs/2306.05100. , 2023
Link:
http://arxiv.org/abs/230..
?
8
Single-Call Stochastic Extragradient Methods for Structured..:
Choudhury, Sayantan
;
Gorbunov, Eduard
;
Loizou, Nicolas
http://arxiv.org/abs/2302.14043. , 2023
Link:
http://arxiv.org/abs/230..
?
9
Stochastic Gradient Descent-Ascent: Unified Theory and New ..:
Beznosikov, Aleksandr
;
Gorbunov, Eduard
;
Berard, Hugo
.
http://arxiv.org/abs/2202.07262. , 2022
Link:
http://arxiv.org/abs/220..
?
10
Dynamics of SGD with Stochastic Polyak Stepsizes: Truly Ada..:
Orvieto, Antonio
;
Lacoste-Julien, Simon
;
Loizou, Nicolas
http://arxiv.org/abs/2205.04583. , 2022
Link:
http://arxiv.org/abs/220..
?
11
A Unified Approach to Reinforcement Learning, Quantal Respo..:
Sokota, Samuel
;
D'Orazio, Ryan
;
Kolter, J. Zico
...
http://arxiv.org/abs/2206.05825. , 2022
Link:
http://arxiv.org/abs/220..
?
12
Extragradient Method: $O(1/K)$ Last-Iterate Convergence for..:
Gorbunov, Eduard
;
Loizou, Nicolas
;
Gidel, Gauthier
http://arxiv.org/abs/2110.04261. , 2021
Link:
http://arxiv.org/abs/211..
?
13
Stochastic Gradient Descent-Ascent and Consensus Optimizati..:
Loizou, Nicolas
;
Berard, Hugo
;
Gidel, Gauthier
..
http://arxiv.org/abs/2107.00052. , 2021
Link:
http://arxiv.org/abs/210..
?
14
Stochastic Extragradient: General Analysis and Improved Rat..:
Gorbunov, Eduard
;
Berard, Hugo
;
Gidel, Gauthier
.
http://arxiv.org/abs/2111.08611. , 2021
Link:
http://arxiv.org/abs/211..
?
15
AI-SARAH: Adaptive and Implicit Stochastic Recursive Gradie..:
Shi, Zheng
;
Sadiev, Abdurakhmon
;
Loizou, Nicolas
..
http://arxiv.org/abs/2102.09700. , 2021
Link:
http://arxiv.org/abs/210..
1-15