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Pascal Vontobel

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titleconferencedate
On Polytopes and Convex Sets Associated with Graphical Models in Classical and Quantum...Quantum Physics and Statistical Causal Models (Simons Institute workshop, 2022)2022-04-27
Defines the local marginal polytope and shows it is typically strictly larger than the true marginal polytope, proves that points in the larger set correspond…
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Fast Approximations of the Pattern Maximum Likelihood EstimateInformation Theory, Learning and Big Data (Simons Institute, 2015)2015-03-16
Defines the pattern maximum likelihood (PML) as the p that maximizes a permanent over a matrix parameterized by p and shows practical surrogates: a Bethe…
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