8 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.MS2024★ 8 cited
BlackJAX: Composable Bayesian inference in JAX
Alberto Cabezas, Adrien Corenflos, Junpeng Lao +19
BlackJAX is a library implementing sampling and variational inference algorithms commonly used in Bayesian computation. It is designed for ease of use, speed, and modularity by tak…
stat.CO2024★ 1 cited
Particle-MALA and Particle-mGRAD: Gradient-based MCMC methods for high-dimensional state-space models
Adrien Corenflos, Axel Finke
State-of-the-art methods for Bayesian inference in state-space models are (a) conditional sequential Monte Carlo (CSMC) algorithms; (b) sophisticated 'classical' MCMC algorithms li…
stat.ME2022★ 1 cited
The Coupled Rejection Sampler
Adrien Corenflos, Simo Särkkä
We propose a coupled rejection-sampling method for sampling from couplings of arbitrary distributions. The method relies on accepting or rejecting coupled samples coming from domin…