Research Software Birch

An object-oriented, universal probabilistic programming language.

Research Article Delayed Sampling

and Automatic Rao-Blackwellization of Probabilistic Programs

L.M. Murray, D. Lundén, J. Kudlicka, D. Broman, T.B. Schön

Research Article Anytime Monte Carlo

L.M. Murray, S. Singh, P.E. Jacob and A. Lee

Research Article Sequential Monte Carlo with Highly Informative Observations

P. Del Moral and L.M. Murray

Research Article Parallel Resampling in the Particle Filter

L.M. Murray, A. Lee and P.E. Jacob