Joris Bierkens

According to our database, Joris Bierkens authored at least 9 papers between 2004 and 2023.

Collaborative distances:

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

2023

Sticky PDMP samplers for sparse and local inference problems.

Joris Bierkens, Sebastiano Grazzi, Frank van der Meulen, Moritz Schauer

Stat. Comput., 2023

2022

Federated Bayesian Computation via Piecewise Deterministic Markov Processes.

Joris Bierkens, Andrew Duncan

CoRR, 2022

2021

A piecewise deterministic Monte Carlo method for diffusion bridges.

Joris Bierkens, Sebastiano Grazzi, Frank van der Meulen, Moritz Schauer

Stat. Comput., 2021

2020

The Boomerang Sampler.

Joris Bierkens, Sebastiano Grazzi, Kengo Kamatani, Gareth Roberts

Proceedings of the 37th International Conference on Machine Learning, 2020

2016

Non-reversible Metropolis-Hastings.

Joris Bierkens

Stat. Comput., 2016

2014

Explicit solution of relative entropy weighted control.

Joris Bierkens, Hilbert J. Kappen

Syst. Control. Lett., 2014

2013

Stochastic Optimal Control as Non-equilibrium Statistical Mechanics: Calculus of Variations over Density and Current.

Vladimir Y. Chernyak, Michael Chertkov, Joris Bierkens, Hilbert J. Kappen

CoRR, 2013

2011

KL-learning: Online solution of Kullback-Leibler control problems

Joris Bierkens, Bert Kappen

CoRR, 2011

2004

Tikhonov regularization versus scale space: A new result.

Luc Florack, Remco Duits, Joris Bierkens

Proceedings of the 2004 International Conference on Image Processing, 2004