- International University of Fundamental StudiesRU2 papers
- Centre de Recherche en Économie et StatistiqueFR1 paper
- Centre for Research in Engineering Surface TechnologyIE1 paper
- École Nationale de la Statistique et de l'Analyse de l'InformationFR1 paper
- Institut Universitaire de FranceFR1 paper
- Laboratoire de Probabilités et Modèles AléatoiresFR1 paper
- Laboratoire de Probabilités, Statistique et ModélisationFR1 paper
- Osiris Therapeutics (United States)US1 paper
- Sorbonne UniversitéFR1 paper
- Université Paris-SaclayFR1 paper
4 papers
Existence of solutions to the voltage-conductance kinetic equation in a general conductivity regime
C Fonte Sanchez, S Mischler, D Salort
We establish the existence of a weak solution to the Voltage-Conductance kinetic equation for any conductivity parameter and any reasonable initial datum, and in particular without…
Mean-field limits for interacting particle systems on general adaptive dynamical networks
Nathalie Ayi
We study the large-population limit of interacting particle systems evolving on adaptive dynamical networks, motivated in particular by models of opinion dynamics. In such systems,…
Physics-informed kernel learning
Nathan Doumèche, Francis Bach, Gérard Biau +1
Physics-informed machine learning typically integrates physical priors into the learning process by minimizing a loss function that includes both a data-driven term and a partial d…
UniRank: Unimodal Bandit Algorithm for Online Ranking
Camille-Sovanneary Gauthier, Romaric Gaudel, Elisa Fromont
We tackle a new emerging problem, which is finding an optimal monopartite matching in a weighted graph. The semi-bandit version, where a full matching is sampled at each iteration,…