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Tue 21 Jan 2020 16:35 - 17:05 at St Claude - D

We present a transformer that takes a first order probabilistic program and returns a density function corresponding to this program. Alongside this we also present a type system that identifies the distributions these programs represent as absolutely continuous. These absolutely continuous distributions are precisely those that admit density functions. This work includes analysis on programs with both scoring con- structs and unbounded loops.

Tue 21 Jan

lafi-2020
15:35 - 17:45: LAFI (né PPS) - D at St Claude
lafi-202015:35 - 16:05
Talk
Alexander BagnallOhio University, Gordon StewartOhio University, Anindya BanerjeeIMDEA Software Institute
lafi-202016:05 - 16:35
Talk
Dario SteinUniversity of Oxford, Sam StatonUniversity of Oxford, Michael WolmanMcGill University
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lafi-202016:35 - 17:05
Talk
Tom MattinsonUniversity of Oxford, C.-H. Luke OngUniversity of Oxford
lafi-202017:05 - 17:35
Talk
lafi-202017:35 - 17:45
Day closing