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Panayotis Mertikopoulos

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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

nicolas-gast

Asymptotic Degradation of Linear Regression Estimates with Strategic Data Sources

Benjamin Roussillon , Nicolas Gast , Patrick Loiseau , Panayotis Mertikopoulos
ALT 2022 - 33rd International Conference on Algorithmic Learning Theory, Mar 2022, Paris, France. pp.1-31
Communication dans un congrès hal-03593516v1