log-partition function

Hessian Geometry of Latent Space in Generative Models ICML 2025 Variational Inference on the Boolean Hypercube with the Quantum Entropy AISTATS 2025 Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo ICML 2024 Loss as the Inconsistency of a Probabilistic Dependency Graph: Choose Your Model, Not Your Loss Function AISTATS 2022 Quantifying Variational Approximation for Log-Partition Function COLT 2021 Optimal Submodular Extensions for Marginal Estimation AISTATS 2018 Provable Variational Inference for Constrained Log-Submodular Models NeurIPS 2018 Neural Variational Inference and Learning in Undirected Graphical Models NeurIPS 2017 Fixed-Length Poisson MRF: Adding Dependencies to the Multinomial NeurIPS 2015 Concavity of reweighted Kikuchi approximation NeurIPS 2014 From MAP to Marginals: Variational Inference in Bayesian Submodular Models NeurIPS 2014 A Convex Upper Bound on the Log-Partition Function for Binary Distributions NeurIPS 2008 Local Algorithms for Approximate Inference in Minor-Excluded Graphs NeurIPS 2007 New Outer Bounds on the Marginal Polytope NeurIPS 2007