Search Results for author: Matthieu Vignes

Found 2 papers, 1 papers with code

Causal Queries from Observational Data in Biological Systems via Bayesian Networks: An Empirical Study in Small Networks

1 code implementation4 May 2018 Alex White, Matthieu Vignes

Biological networks are a very convenient modelling and visualisation tool to discover knowledge from modern high-throughput genomics and postgenomics data sets.

Exact and approximate inference in graphical models: variable elimination and beyond

no code implementations29 Jun 2015 Nathalie Peyrard, Marie-Josée Cros, Simon de Givry, Alain Franc, Stéphane Robin, Régis Sabbadin, Thomas Schiex, Matthieu Vignes

We illustrate the techniques reviewed in this article on benchmarks of inference problems in genetic linkage analysis and computer vision, as well as on hidden variables restoration in coupled Hidden Markov Models.

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