Accéder directement au contenu

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

"matthieu-martin2"
Image document

Nested bandits

 Matthieu Martin , Panayotis Mertikopoulos , Thibaud Rahier , Houssam Zenati
ICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, United States
Communication dans un congrès hal-03874048v1
Image document

Online non-convex optimization with imperfect feedback

 Amélie Héliou , Matthieu Martin , Panayotis Mertikopoulos , Thibaud Rahier
NeurIPS 2020 - 34th International Conference on Neural Information Processing Systems, 2020, Vancouver, Canada
Communication dans un congrès hal-03043746v1