15 citations · 16 across the 8 of their papers we have counts for
10 papers
Medical follow-up optimization: A Monte-Carlo planning strategy
Benoîte de Saporta, Aymar Thierry d'Argenlieu, Régis Sabbadin +1
Designing patient-specific follow-up strategy is a crucial step towards personalized medicine in cancer. Tools to help doctors deciding on treatment allocation together with next v…
Numerical method to solve impulse control problems for partially observed piecewise deterministic Markov processes
Alice Cleynen, Benoîte de Saporta
Designing efficient and rigorous numerical methods for sequential decision-making under uncertainty is a difficult problem that arises in many applications frameworks. In this pape…
Evaluation of mineralogy per geological layers by Approximate Bayesian Computation
Vianney Bruned, Alice Cleynen, André Mas +1
We propose a new methodology to perform mineralogic inversion from wellbore logs based on a Bayesian linear regression model. Our method essentially relies on three steps. The firs…
Change-point detection for Piecewise Deterministic Markov Processes
Alice Cleynen, Benoîte de Saporta
We consider a change-point detection problem for a simple class of Piecewise Deterministic Markov Processes (PDMPs). A continuous-time PDMP is observed in discrete time and through…
Model selection for the segmentation of multiparameter exponential family distributions
Alice Cleynen, Emilie Lebarbier
We consider the segmentation problem of univariate distributions from the exponential family with multiple parameters. In segmentation, the choice of the number of segments remains…
Comparing change-point locations of independent profiles with application to gene annotation
Alice Cleynen, Stéphane Robin
We are interested in the comparison of transcript boundaries from cells which originated in different environments. The goal is to assess whether this phenomenon, called differenti…