Panayotis Mertikopoulos
Panayotis Mertikopoulos
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Optimistic mirror descent in saddle-point problems: Going the extra (gradient) mile
P Mertikopoulos, B Lecouat, H Zenati, CS Foo, V Chandrasekhar, ...
Proceedings of the 2019 International Conference on Learning Representations, 2019
Cycles in adversarial regularized learning
P Mertikopoulos, C Papadimitriou, G Piliouras
Proceedings of the Twenty-Ninth Annual ACM-SIAM Symposium on Discrete …, 2018
Learning in games with continuous action sets and unknown payoff functions
P Mertikopoulos, Z Zhou
Mathematical Programming 173, 465-507, 2019
Learning in games via reinforcement and regularization
P Mertikopoulos, WH Sandholm
Mathematics of Operations Research 41 (4), 1297-1324, 2016
A resource allocation framework for network slicing
M Leconte, GS Paschos, P Mertikopoulos, UC Kozat
IEEE INFOCOM 2018-IEEE Conference on Computer Communications, 2177-2185, 2018
On the convergence of single-call stochastic extra-gradient methods
YG Hsieh, F Iutzeler, J Malick, P Mertikopoulos
Advances in Neural Information Processing Systems 32, 2019
Energy-aware competitive power allocation for heterogeneous networks under QoS constraints
G Bacci, EV Belmega, P Mertikopoulos, L Sanguinetti
IEEE Transactions on Wireless Communications 14 (9), 4728-4742, 2015
Bandit learning in concave N-person games
M Bravo, D Leslie, P Mertikopoulos
Advances in Neural Information Processing Systems 31, 2018
Stochastic mirror descent in variationally coherent optimization problems
Z Zhou, P Mertikopoulos, N Bambos, S Boyd, PW Glynn
Advances in Neural Information Processing Systems 30, 2017
Learning with bandit feedback in potential games
A Heliou, J Cohen, P Mertikopoulos
Advances in Neural Information Processing Systems 30, 2017
Fog based framework for IoT service provisioning
B Donassolo, I Fajjari, A Legrand, P Mertikopoulos
2019 16th IEEE annual consumer communications & networking conference (CCNC …, 2019
Distributed learning policies for power allocation in multiple access channels
P Mertikopoulos, EV Belmega, AL Moustakas, S Lasaulce
Selected Areas in Communications, IEEE Journal on 30 (1), 96-106, 2012
Penalty-regulated dynamics and robust learning procedures in games
P Coucheney, B Gaujal, P Mertikopoulos
Mathematics of Operations Research 40 (3), 611-633, 2015
On the convergence of gradient-like flows with noisy gradient input
P Mertikopoulos, M Staudigl
SIAM Journal on Optimization 28 (1), 163-197, 2018
The limits of min-max optimization algorithms: Convergence to spurious non-critical sets
YP Hsieh, P Mertikopoulos, V Cevher
International Conference on Machine Learning, 4337-4348, 2021
A continuous-time approach to online optimization
J Kwon, P Mertikopoulos
arXiv preprint arXiv:1401.6956, 2014
Distributed asynchronous optimization with unbounded delays: How slow can you go?
Z Zhou, P Mertikopoulos, N Bambos, P Glynn, Y Ye, LJ Li, L Fei-Fei
International Conference on Machine Learning, 5970-5979, 2018
Learning to be green: Robust energy efficiency maximization in dynamic MIMO–OFDM systems
P Mertikopoulos, EV Belmega
IEEE Journal on Selected Areas in Communications 34 (4), 743-757, 2016
The emergence of rational behavior in the presence of stochastic perturbations
P Mertikopoulos, AL Moustakas
Cautious regret minimization: Online optimization with long-term budget constraints
N Liakopoulos, A Destounis, G Paschos, T Spyropoulos, P Mertikopoulos
International Conference on Machine Learning, 3944-3952, 2019
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