Panayotis Mertikopoulos
2
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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Fast Optimization with Zeroth-Order Feedback in Distributed, Multi-User MIMO SystemsIEEE Transactions on Signal Processing, 2020, 68, pp.6085-6100. ⟨10.1109/TSP.2020.3029983⟩
Article dans une revue
hal-02861460v2
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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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