221 citations
- Université Paris CitéFR98 papers
- Mathématiques Appliquées à Paris 5FR96 papers
- Mathématiques et Informatique Appliquées47 papers
- Centre National de la Recherche ScientifiqueFR44 papers
- Mathématiques et Informatique pour la Complexité et les Systèmes16 papers
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'EnvironnementFR14 papers
- Laboratoire de Mathématiques Blaise PascalFR14 papers
- Sorbonne UniversitéFR14 papers
- Université Paris-Est CréteilFR14 papers
- Université Paris-SaclayFR14 papers
- Laboratoire d’Analyse et de Mathématiques AppliquéesFR13 papers
- Laboratoire de Probabilités et Modèles AléatoiresFR10 papers
193 papers
End-to-End Neural Shrinkage of Indefinite Pairwise Correlation Matrices for Small-Cap-Inclusive Portfolios
Christian Bongiorno, Lorenzo Villassero
Small-cap-inclusive equity universes contain recently listed and intermittently traded securities, so enforcing a common look-back discards a substantial fraction of the available…
A model-free Screening procedure
J Dedecker, M L Taupin, A S Tocquet
In this article, we propose a generic screening method for selecting explanatory variables correlated with the response variable Y . We make no assumptions about the existence of a…
From flocking to jamming in collective cell dynamics: a Vicsek-like model including contact forces
Laurent Navoret, Roxana Sublet, Marcela Szopos
The goal of the present work is to propose an agent-based model that originally combines classical Vicsek-like polarity alignments and contact forces, as implemented in the framewo…
Common Structure Discovery in Collections of Bipartite Networks: Application to Pollination Systems
Louis Lacoste, Pierre Barbillon, Sophie Donnet
Bipartite networks are widely used to encode the ecological interactions. Being able to compare the organization of bipartite networks is a first step toward a better understanding…
Transforming Conditional Density Estimation Into a Single Nonparametric Regression Task
Alexander G. Reisach, Olivier Collier, Alex Luedtke +1
We propose a way of transforming the problem of conditional density estimation into a single nonparametric regression task via the introduction of auxiliary samples. This allows le…
Decoupling actions of finite-dimensional Lie groups and of groups of diffeomorphisms in the large deformation framework
Rayane Mouhli, Thomas Pierron
In computational anatomy, the Large Deformation Diffeomorphic Metric Mapping (LDDMM) framework has become a central tool for modeling smooth, invertible transformations between sha…