Randal Douc

According to our database, Randal Douc authored at least 10 papers between 1998 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Monotonic Alpha-divergence Minimisation for Variational Inference.

Kamélia Daudel, Randal Douc, François Roueff

J. Mach. Learn. Res., 2023

2022

The Importance Markov Chain.

Charly Andral, Randal Douc, Hugo Marival, Christian P. Robert

CoRR, 2022

Boost your favorite Markov Chain Monte Carlo sampler using Kac's theorem: the Kick-Kac teleportation algorithm.

Randal Douc, Alain Durmus, Aurélien Enfroy, Jimmy Olsson

CoRR, 2022

2021

Monotonic Alpha-divergence Minimisation.

Kamélia Daudel, Randal Douc, François Roueff

CoRR, 2021

Mixture weights optimisation for Alpha-Divergence Variational Inference.

Kamélia Daudel, Randal Douc

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2015

On the use of Markov chain Monte Carlo methods for the sampling of mixture models: a statistical perspective.

Randal Douc, Florian Maire, Jimmy Olsson

Stat. Comput., 2015

2012

An online learning algorithm for mixture models of deformable templates.

Florian Maire, Sidonie Lefebvre, Randal Douc, Eric Moulines

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

2008

Adaptive importance sampling in general mixture classes.

Olivier Cappé, Randal Douc, Arnaud Guillin, Jean-Michel Marin, Christian P. Robert

Stat. Comput., 2008

2005

Comparison of Resampling Schemes for Particle Filtering

Randal Douc, Olivier Cappé, Eric Moulines

CoRR, 2005

1998

Bayesian Analysis of Overdispersed Count Data with Application to Teletraffic Monitoring.

Olivier Cappé, Randal Douc, Eric Moulines, Christian P. Robert

Proceedings of the COMPSTAT 1998, 1998