2 papers
stat.CO2026
A forward-only scheme for online learning of proposal distributions in particle filters
Sylvain Procope-Mamert, Nicolas Chopin, Maud Delattre +1
We introduce a new online approach for constructing proposal distributions in particle filters using a forward scheme. Our method progressively incorporates future observations to…
math.ST2025
Posterior contraction rates in a sparse non-linear mixed-effects model
Marion Naveau, Maud Delattre, Laure Sansonnet
Recent works have shown an interest in investigating the frequentist asymptotic properties of Bayesian procedures for high-dimensional linear models under sparsity constraints. How…