16 citations · 39 across the 5 of their papers we have counts for
Showing 2015Show all
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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…
cs.AI2015★ 16 cited
Tractability and Decompositions of Global Cost Functions
David Allouche, Christian Bessiere, Patrice Boizumault +8
Enforcing local consistencies in cost function networks is performed by applying so-called Equivalent Preserving Transformations (EPTs) to the cost functions. As EPTs transform the…