425 citations
- École PolytechniqueFR315 papers
- Centre National de la Recherche ScientifiqueFR74 papers
- Laboratoire de Probabilités et Modèles AléatoiresFR17 papers
- Université Paris-SaclayFR16 papers
- Centre de Recherche en Mathématiques de la DécisionFR15 papers
- Institut national de recherche en sciences et technologies du numériqueFR15 papers
- Laboratoire de Mathématiques Blaise PascalFR14 papers
- Sorbonne UniversitéFR14 papers
- Université Paris NanterreFR13 papers
- Institut Universitaire de FranceFR12 papers
- Laboratoire de Mathématiques d'OrsayFR12 papers
- Laboratoire de Probabilités, Statistique et ModélisationFR11 papers
19 papers · 1 filter
Learning Natural Language Generation from Scratch
Alice Martin Donati, Guillaume Quispe, Charles Ollion +3
This paper introduces TRUncated ReinForcement Learning for Language (TrufLL), an original ap-proach to train conditional language models from scratch by only using reinforcement le…
Generalized conditional gradient and learning in potential mean field games
J Frédéric Bonnans, Pierre Lavigne, Laurent Pfeiffer
We apply the generalized conditional gradient algorithm to potential mean field games and we show its well-posedeness. It turns out that this method can be interpreted as a learnin…
Incoherent localized structures and hidden coherent solitons from the gravitational instability of the Schrödinger-Poisson equation
Josselin Garnier, Kilian Baudin, Adrien Fusaro +1
The long-term behavior of a modulationally unstable conservative nonintegrable system is known to be characterized by the soliton turbulence self-organization process. We consider…
Transmission eigenvalues for multipoint scatterers
P. G. Grinevich, R. G. Novikov
We study the transmission eigenvalues for the multipoint scatterers of the Bethe-Peierls-Fermi-Zeldovich-Beresin-Faddeev type in dimensions and . We show that for these…
Generalization bounds for nonparametric regression with mixing samples
David Barrera, Emmanuel Gobet
In this paper we present a series of results that permit to extend in a direct manner uniform deviation inequalities of the empirical process from the independent to the dependent…
Large population asymptotics for a multitype stochastic SIS epidemic model in randomly switched environment
Adrien Prodhomme, Édouard Strickler
We consider an epidemic SIS model described by a multitype birth-and-death process in a randomly switched environment. That is, the infection and cure rates of the process depend o…