Tikhonov regularization versus scale space: A new result. - Luc Florack; Remco Duits; Joris Bierkens (ICIP, 2004)

KL-learning: Online solution of Kullback-Leibler control problems - Joris Bierkens; Bert Kappen (CoRR, 2011)

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)

Explicit solution of relative entropy weighted control. - Joris Bierkens; Hilbert J. Kappen (Syst. Control. Lett., 2014)

Non-reversible Metropolis-Hastings. - Joris Bierkens (Stat. Comput., 2016)

The Boomerang Sampler. - Joris Bierkens; Sebastiano Grazzi; Kengo Kamatani; Gareth Roberts (ICML, 2020)

A piecewise deterministic Monte Carlo method for diffusion bridges. - Joris Bierkens; Sebastiano Grazzi; Frank van der Meulen; Moritz Schauer (Stat. Comput., 2021)

Federated Bayesian Computation via Piecewise Deterministic Markov Processes. - Joris Bierkens; Andrew Duncan (CoRR, 2022)

Sticky PDMP samplers for sparse and local inference problems. - Joris Bierkens; Sebastiano Grazzi; Frank van der Meulen; Moritz Schauer (Stat. Comput., 2023)