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20062026
most citedUncovering latent structure in valued graphs: A variational approach

221 citations

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math.ST2015

Stochastic differential equation based on a multimodal potential to model movement data in ecology

Pierre Gloaguen, Marie-Pierre Etienne, Sylvain Le Corff

This paper proposes a new model for individuals movement in ecology. The movement process is defined as a solution to a stochastic differential equation whose drift is the gradient…

stat.ML2015★ 6 cited

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

Nathalie Peyrard, Marie-Josée Cros, Simon de Givry +5

Probabilistic graphical models offer a powerful framework to account for the dependence structure between variables, which is represented as a graph. However, the dependence betwee…