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log-partition function

7 papers

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Co-occurring keywords

variational inference (2069) markov random field (303) convex optimization (1321) probabilistic modeling (852) entropy approximation (2) cut polytope (1) map assignment (1) convex upper bound (4) mean field (27) linear programming relaxation (40)

Papers

Quantifying Variational Approximation for Log-Partition Function COLT 2021
Provable Variational Inference for Constrained Log-Submodular Models NIPS 2018
Optimal Submodular Extensions for Marginal Estimation AISTATS 2018
Neural Variational Inference and Learning in Undirected Graphical Models NIPS 2017
From MAP to Marginals: Variational Inference in Bayesian Submodular Models NIPS 2014
A Convex Upper Bound on the Log-Partition Function for Binary Distributions NIPS 2008
New Outer Bounds on the Marginal Polytope NIPS 2007