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Panayotis Mertikopoulos
Panayotis Mertikopoulos
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Cycles in adversarial regularized learning
P Mertikopoulos, C Papadimitriou, G Piliouras
Proceedings of the twenty-ninth annual ACM-SIAM symposium on discrete …, 2018
3462018
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
3452019
Learning in games with continuous action sets and unknown payoff functions
P Mertikopoulos, Z Zhou
Mathematical Programming 173, 465-507, 2019
2862019
Learning in games via reinforcement and regularization
P Mertikopoulos, WH Sandholm
Mathematics of Operations Research 41 (4), 1297-1324, 2016
1812016
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
1762019
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
1462018
Bandit learning in concave N-person games
M Bravo, D Leslie, P Mertikopoulos
Advances in Neural Information Processing Systems 31, 2018
1342018
Learning with bandit feedback in potential games
A Heliou, J Cohen, P Mertikopoulos
Advances in Neural Information Processing Systems 30, 2017
1092017
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
982017
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
952021
On the almost sure convergence of stochastic gradient descent in non-convex problems
P Mertikopoulos, N Hallak, A Kavis, V Cevher
Advances in Neural Information Processing Systems 33, 1117-1128, 2020
952020
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
952019
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
932015
Penalty-regulated dynamics and robust learning procedures in games
P Coucheney, B Gaujal, P Mertikopoulos
Mathematics of Operations Research 40 (3), 611-633, 2015
832015
Explore aggressively, update conservatively: Stochastic extragradient methods with variable stepsize scaling
YG Hsieh, F Iutzeler, J Malick, P Mertikopoulos
Advances in Neural Information Processing Systems 33, 16223-16234, 2020
792020
No-regret learning and mixed Nash equilibria: They do not mix
L Flokas, EV Vlatakis-Gkaragkounis, T Lianeas, P Mertikopoulos, ...
arXiv preprint arXiv:2010.09514, 2020
75*2020
Adaptive learning in continuous games: Optimal regret bounds and convergence to nash equilibrium
YG Hsieh, K Antonakopoulos, P Mertikopoulos
Conference on Learning Theory, 2388-2422, 2021
722021
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
722019
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
712018
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
702012
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