We stand with Ukraine  

Randal Douc

Orcid: 0000-0003-3910-9495

According to our database1, Randal Douc authored at least 11 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Variational Diffusion Posterior Sampling with Midpoint Guidance.
[BibTeX]
[DOI]
Badr Moufad
,
Yazid Janati
,
Lisa Bedin
,
Alain Durmus
,
Randal Douc
,
Eric Moulines
,
Jimmy Olsson
CoRR, 2024

2023
Monotonic Alpha-divergence Minimisation for Variational Inference.
[BibTeX]
[DOI]
Kamélia Daudel
,
Randal Douc
,
François Roueff
J. Mach. Learn. Res., 2023

2022
The Importance Markov Chain.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Randal Douc
,
Alain Durmus
,
Aurélien Enfroy
,
Jimmy Olsson
CoRR, 2022

2021
Monotonic Alpha-divergence Minimisation.
[BibTeX]
[DOI]
Kamélia Daudel
,
Randal Douc
,
François Roueff
CoRR, 2021

Mixture weights optimisation for Alpha-Divergence Variational Inference.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Randal Douc
,
Florian Maire
,
Jimmy Olsson
Stat. Comput., 2015

2012
An online learning algorithm for mixture models of deformable templates.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Olivier Cappé
,
Randal Douc
,
Arnaud Guillin
,
Jean-Michel Marin
,
Christian P. Robert
Stat. Comput., 2008

2005
Comparison of Resampling Schemes for Particle Filtering
[BibTeX]
[DOI]
Randal Douc
,
Olivier Cappé
,
Eric Moulines
CoRR, 2005

1998
Bayesian Analysis of Overdispersed Count Data with Application to Teletraffic Monitoring.
[BibTeX]
[DOI]
Olivier Cappé
,
Randal Douc
,
Eric Moulines
,
Christian P. Robert
Proceedings of the COMPSTAT 1998, 1998


  Loading...