5 citations · 5 across the 2 of their papers we have counts for
2 papers
math.ST2025
On the Asymptotics of Importance Weighted Variational Inference
Badr-Eddine Cherief-Abdellatif, Randal Douc, Arnaud Doucet +1
For complex latent variable models, the likelihood function is not available in closed form. In this context, a popular method to perform parameter estimation is Importance Weighte…
stat.CO2022★ 5 cited
The Importance Markov Chain
Charly Andral, Randal Douc, Hugo Marival +1
The Importance Markov chain is a novel algorithm bridging the gap between rejection sampling and importance sampling, moving from one to the other through a tuning parameter. Based…