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Thomas Krak

2 accepted papers

2021

Sum-product laws and efficient algorithms for imprecise Markov chains

UAI 2021poster

We propose two sum-product laws for imprecise Markov chains, and use these laws to derive two algorithms to efficiently compute lower and upper expectations for imprecise Markov chains under complete independence and epistemic irrelevance. These algorithms work for inferences that have a correspondi…

Cited by 6SourcePDFScholar