Jan Kudlicka

According to our database, Jan Kudlicka authored at least 8 papers between 2018 and 2024.

Collaborative distances:

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

2024

Suspension Analysis and Selective Continuation-Passing Style for Universal Probabilistic Programming Languages.

Daniel Lundén, Lars Hummelgren, Jan Kudlicka, Oscar Eriksson, David Broman

Proceedings of the Programming Languages and Systems, 2024

2023

Suspension Analysis and Selective Continuation-Passing Style for Higher-Order Probabilistic Programming Languages.

Daniel Lundén, Lars Hummelgren, Jan Kudlicka, Oscar Eriksson, David Broman

CoRR, 2023

2022

Compiling Universal Probabilistic Programming Languages with Efficient Parallel Sequential Monte Carlo Inference.

Daniel Lundén, Joey Öhman, Jan Kudlicka, Viktor Senderov, Fredrik Ronquist, David Broman

Proceedings of the Programming Languages and Systems, 2022

2021

Probabilistic Programming for Birth-Death Models of Evolution.

Jan Kudlicka

PhD thesis, 2021

Universal Probabilistic Programming Language Compilation with Parallel Efficient Sequential Monte Carlo Inference.

Daniel Lundén, Joey Öhman, Jan Kudlicka, Viktor Senderov, Fredrik Ronquist, David Broman

CoRR, 2021

2020

Particle Filter with Rejection Control and Unbiased Estimator of the Marginal Likelihood.

Jan Kudlicka, Lawrence M. Murray, Thomas B. Schön, Fredrik Lindsten

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Probabilistic Programming for Birth-Death Models of Evolution Using an Alive Particle Filter with Delayed Sampling.

Jan Kudlicka, Lawrence M. Murray, Fredrik Ronquist, Thomas B. Schön

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

2018

Delayed Sampling and Automatic Rao-Blackwellization of Probabilistic Programs.

Lawrence M. Murray, Daniel Lundén, Jan Kudlicka, David Broman, Thomas B. Schön

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018