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Exact Bayesian Inference for Loopy Probabilistic Programs using Generating Functions
We present an exact Bayesian inference method for inferring posterior distributions encoded by probabilistic programs featuring …
Lutz Klinkenberg
,
Christian Blumenthal
,
Mingshuai Chen
,
Darion Haase
,
Joost-Pieter Katoen
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Artifact Evaluated
Does a Program Yield the Right Distribution?
We study discrete probabilistic programs with potentially unbounded looping behaviors over an infinite state space. We present, to the …
Mingshuai Chen
,
Joost-Pieter Katoen
,
Lutz Klinkenberg
,
Tobias Winkler
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DOI
Artifact Evaluated
On Termination of Polynomial Programs with Equality Conditions
We investigate the termination problem of a family of multi-path polynomial programs (MPPs), in which all assignments to program …
Yangjia Li
,
Naijun Zhan
,
Mingshuai Chen
,
Hui Lu
,
Guohua Wu
,
Joost-Pieter Katoen
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DOI
In Memory of Oded Maler: Automatic Reachability Analysis of Hybrid-State Automata
Hybrid automata are an elegant formal model seamlessly integrating differential equations representing continuous dynamics with …
Martin Fränzle
,
Mingshuai Chen
,
Paul Kröger
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DOI
Reachability Analysis for Solvable Dynamical Systems
The reachability problem is one of the most important issues in the verification of hybrid systems. But unfortunately the reachable …
Ting Gan
,
Mingshuai Chen
,
Yangjia Li
,
Bican Xia
,
Naijun Zhan
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Code
DOI
Computing Reachable Sets of Linear Vector Fields Revisited
The reachability problem is one of the most important issues in the verification of hybrid systems. But unfortunately the reachable …
Ting Gan
,
Mingshuai Chen
,
Yangjia Li
,
Bican Xia
,
Naijun Zhan
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Code
Slides
DOI
Decidability of the Reachability for a Family of Linear Vector Fields
The reachability problem is one of the most important issues in the verification of hybrid systems. Computing the reachable sets of …
Ting Gan
,
Mingshuai Chen
,
Liyun Dai
,
Bican Xia
,
Naijun Zhan
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