Joris Bierkens

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 6

Top Topics

Inference Problems

Top Venues

Syst. Control. Lett.

Publications

Joris Bierkens, Sebastiano Grazzi, Frank van der Meulen, Moritz Schauer
Sticky PDMP samplers for sparse and local inference problems. Stat. Comput. 33 (1) (2023)
Joris Bierkens, Andrew Duncan
Federated Bayesian Computation via Piecewise Deterministic Markov Processes. CoRR (2022)
Joris Bierkens, Sebastiano Grazzi, Frank van der Meulen, Moritz Schauer
A piecewise deterministic Monte Carlo method for diffusion bridges. Stat. Comput. 31 (3) (2021)
Joris Bierkens, Sebastiano Grazzi, Kengo Kamatani, Gareth Roberts
The Boomerang Sampler. ICML (2020)
Joris Bierkens, Sebastiano Grazzi, Kengo Kamatani, Gareth Roberts
The Boomerang Sampler. CoRR (2020)
Joris Bierkens
Non-reversible Metropolis-Hastings. Stat. Comput. 26 (6) (2016)
Joris Bierkens, Hilbert J. Kappen
Explicit solution of relative entropy weighted control. Syst. Control. Lett. 72 (2014)
Vladimir Y. Chernyak, Michael Chertkov, Joris Bierkens, Hilbert J. Kappen
Stochastic Optimal Control as Non-equilibrium Statistical Mechanics: Calculus of Variations over Density and Current. CoRR (2013)
Joris Bierkens, Bert Kappen
KL-learning: Online solution of Kullback-Leibler control problems CoRR (2011)
Luc Florack, Remco Duits, Joris Bierkens
Tikhonov regularization versus scale space: A new result. ICIP (2004)