100 citations · 718 across the 51 of their papers we have counts for
4 papers · 1 filter
Wasserstein convergence in Bayesian deconvolution models
Judith Rousseau, Catia Scricciolo
We study the reknown deconvolution problem of recovering a distribution function from independent replicates (signal) additively contaminated with random errors (noise), whose dist…
Asymptotic Analysis of Statistical Estimators related to MultiGraphex Processes under Misspecification
Zacharie Naulet, Judith Rousseau, François Caron
This article studies the asymptotic properties of Bayesian or frequentist estimators of a vector of parameters related to structural properties of sequences of graphs. The estimato…
Ideal Bayesian Spatial Adaptation
Veronika Rockova, Judith Rousseau
Many real-life applications involve estimation of curves that exhibit complicated shapes including jumps or varying-frequency oscillations. Practical methods have been devised that…
Bayesian estimation of nonlinear Hawkes process
Deborah Sulem, Vincent Rivoirard, Judith Rousseau
Multivariate point processes are widely applied to model event-type data such as natural disasters, online message exchanges, financial transactions or neuronal spike trains. One v…