Jan Kudlicka

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Sequential Monte Carlo

Marginal Likelihood

Programming Language

Particle Filter

Top Venues

Publications

Daniel Lundén, Lars Hummelgren, Jan Kudlicka, Oscar Eriksson, David Broman
Suspension Analysis and Selective Continuation-Passing Style for Universal Probabilistic Programming Languages. ESOP (2) (2024)
Daniel Lundén, Lars Hummelgren, Jan Kudlicka, Oscar Eriksson, David Broman
Suspension Analysis and Selective Continuation-Passing Style for Higher-Order Probabilistic Programming Languages. CoRR (2023)
Daniel Lundén, Joey Öhman, Jan Kudlicka, Viktor Senderov, Fredrik Ronquist, David Broman
Compiling Universal Probabilistic Programming Languages with Efficient Parallel Sequential Monte Carlo Inference. ESOP (2022)
Daniel Lundén, Joey Öhman, Jan Kudlicka, Viktor Senderov, Fredrik Ronquist, David Broman
Universal Probabilistic Programming Language Compilation with Parallel Efficient Sequential Monte Carlo Inference. CoRR (2021)
Jan Kudlicka, Lawrence M. Murray, Thomas B. Schön, Fredrik Lindsten
Particle Filter with Rejection Control and Unbiased Estimator of the Marginal Likelihood. ICASSP (2020)
Jan Kudlicka, Lawrence M. Murray, Fredrik Ronquist, Thomas B. Schön
Probabilistic Programming for Birth-Death Models of Evolution Using an Alive Particle Filter with Delayed Sampling. UAI (2019)
Lawrence M. Murray, Daniel Lundén, Jan Kudlicka, David Broman, Thomas B. Schön
Delayed Sampling and Automatic Rao-Blackwellization of Probabilistic Programs. AISTATS (2018)