3 citations · 6 across the 4 of their papers we have counts for
4 papers
Relabeling and Summarizing Posterior Distributions in Signal Decomposition Problems when the Number of Components is Unknown
Alireza Roodaki, Julien Bect, Gilles Fleury
This paper addresses the problems of relabeling and summarizing posterior distributions that typically arise, in a Bayesian framework, when dealing with signal decomposition proble…
Summarizing posterior distributions in signal decomposition problems when the number of components is unknown
Alireza Roodaki, Julien Bect, Gilles Fleury
This paper addresses the problem of summarizing the posterior distributions that typically arise, in a Bayesian framework, when dealing with signal decomposition problems with unkn…
Note on the computation of the Metropolis-Hastings ratio for Birth-or-Death moves in trans-dimensional MCMC algorithms for signal decomposition problems
Alireza Roodaki, Julien Bect, Gilles Fleury
Reversible jump MCMC (RJ-MCMC) sampling techniques, which allow to jointly tackle model selection and parameter estimation problems in a coherent Bayesian framework, have become in…
Fokker-Planck-Kolmogorov equation for stochastic differential equations with boundary hitting resets
Julien Bect, Hana Baili, Gilles Fleury
We consider a Markov process on a Riemannian manifold, which solves a stochastic differential equation in the interior of the manifold and jumps according to a deterministic reset…