225 citations
- Centre National de la Recherche ScientifiqueFR64 papers
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'EnvironnementFR59 papers
- Université Paris-SaclayFR56 papers
- Centre de Coopération Internationale en Recherche Agronomique pour le DéveloppementFR21 papers
- Mathématiques et Informatique Appliquées18 papers
- Université de MontpellierFR17 papers
- Territoires, Environnement, Télédétection et Information SpatialeFR16 papers
- Sorbonne UniversitéFR14 papers
- Institut National de la Recherche AgronomiqueMA12 papers
- Institut de Recherche pour le DéveloppementFR10 papers
- Université Paris CitéFR10 papers
- Génétique Quantitative et Évolution Le MoulonFR8 papers
Showing 2017 · stat.MEShow all
3 papers · 2 filters
stat.ME2017
Variational Inference for Stochastic Block Models from Sampled Data
Timothée Tabouy, Pierre Barbillon, Julien Chiquet
This paper deals with non-observed dyads during the sampling of a network and consecutive issues in the inference of the Stochastic Block Model (SBM). We review sampling designs an…
stat.ME2017★ 7 cited
Online Sequential Monte Carlo smoother for partially observed stochastic differential equations
Pierre Gloaguen, Marie-Pierre Etienne, Sylvain Le Corff
This paper introduces a new algorithm to approximate smoothed additive functionals for partially observed stochastic differential equations. This method relies on a recent procedur…
stat.ME2017
Variational inference for probabilistic Poisson PCA
Julien Chiquet, Mahendra Mariadassou, Stéphane Robin
Many application domains such as ecology or genomics have to deal with multivariate non Gaussian observations. A typical example is the joint observation of the respective abundanc…