Panayotis Mertikopoulos
22
Documents
Présentation
I am a principal researcher at the French National Center for Scientific Research (CNRS), where I am a member of the Inria/LIG research team POLARIS. My research interests are somewhat eclectic, and they span the interface of game theory, learning and optimization, with a special view towards their applications to machine learning, operations research, and network theory. I’m especially interested in the long-run behavior of game-theoretic learning and optimization algorithms and dynamics – whether they converge, at what speed, and/or what type of non-stationary, off-equilibrium behaviors may arise when they do not.
Publications
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Online convex optimization in wireless networks and beyond: The feedback -performance trade-offRAWNET 2022 - International Workshop on Resource Allocation and Cooperation in Wireless Networks, Sep 2022, Turin, Italy. pp.1-8
Communication dans un congrès
hal-03737125v2
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Adaptive extra-gradient methods for min-max optimization and gamesICLR 2021 - 9th International Conference on Learning Representations, May 2021, Virtual, Unknown Region. pp.1-28
Communication dans un congrès
hal-03342601v1
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Derivative-Free Optimization over Multi-User MIMO NetworksNetGCoop '20: The 2020 International Conference on Network Games, Control and Optimization, 2020, Cargese, France
Communication dans un congrès
hal-02881559v1
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Online and Stochastic Optimization beyond Lipschitz Continuity: A Riemannian ApproachICLR 2020 - International Conference on Learning Representations, Apr 2020, Addis Ababa, Ethiopia. pp.1-20
Communication dans un congrès
hal-03043671v1
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Gradient-free Online Resource Allocation Algorithms for Dynamic Wireless NetworksSPAWC 2019 - 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, Jul 2019, Cannes, France. pp.1-4, ⟨10.1109/SPAWC.2019.8815409⟩
Communication dans un congrès
hal-02189108v1
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An adaptive mirror-prox algorithm for variational inequalities with singular operatorsNeurIPS 2019, 2019, Vancouver, Canada
Communication dans un congrès
hal-02403562v1
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Online Power Allocation for Opportunistic Radio Access in Dynamic OFDM Networks2016 IEEE 84th Vehicular Technology Conference (VTC2016-Fall), Sep 2016, Montreal, Canada
Communication dans un congrès
hal-01387044v1
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Distributed learning for resource allocation under uncertaintyGlobalSIP 2016 - IEEE Global Conference on Signal and Information Processing, Dec 2016, Washington, United States. ⟨10.1109/globalsip.2016.7905899⟩
Communication dans un congrès
hal-01382284v1
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Online Interference Mitigation via Learning in Dynamic IoT EnvironmentsIEEE WORKSHOP GLOBECOM 2016, Dec 2016, Washington, DC, United States
Communication dans un congrès
hal-01387046v1
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Energy-efficient power allocation in dynamic multi-carrier systemsVTC Spring 2015: Proceedings of the 2015 IEEE Vehicular Technology Conference, 2015, Glasgow, Scotland, Unknown Region
Communication dans un congrès
hal-01382293v1
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Energy-Aware Competitive Link Adaptation in Small-Cell Networks12th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), May 2014, Hammamet, Tunisia. ⟨10.1109/wiopt.2014.6850272⟩
Communication dans un congrès
hal-01098846v1
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Adaptive Spectrum Management in MIMO-OFDM Cognitive Radio: An Exponential Learning ApproachValueTools '13: Proceedings of the 7th International Conference on Performance Evaluation Methodologies and Tools, 2013, Unknown, Unknown Region
Communication dans un congrès
hal-01382305v1
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Matrix Exponential Learning: Distributed Optimization in MIMO systemsIEEE International Symposium on Information Theory (ISIT), Jul 2012, United States. pp.3028 -- 3032
Communication dans un congrès
hal-00741823v1
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Dynamic power allocation games in parallel multiple access channelsValueTools'11: ACM Proceedings of the 5th International Conference on Performance Evaluation Methodologies and Tools, May 2011, Cachan, France. pp.332-341
Communication dans un congrès
hal-00788802v1
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Online convex optimization and no-regret learning: Algorithms, guarantees and applications2018
Pré-publication, Document de travail
hal-01891562v1
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