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Jan Kudlicka
ORCID
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 6
Top Topics
Programming Language
Particle Filter
Marginal Likelihood
Sequential Monte Carlo
Top Venues
CoRR
AISTATS
ICASSP
ESOP
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Publications
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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)