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Loizou, Nicolas
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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/..
 
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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/..
 
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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/..
 
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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/..
 
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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/..
 
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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..
 
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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..
 
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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..
 
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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..
 
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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..
 
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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..
 
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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..
 
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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..
 
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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..
 
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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..
 
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