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mean field variational inference

7 papers

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Also known as

MFVI

Co-occurring keywords · papers mentioning both

variational inference (5) mean field (2) bayesian inference (2) approximate inference (2) collapsed state variational inference (1) polyhedral optimization (1) deepset architecture (1) neural network (1) set function (1) stochastic planning (1)

Papers

Algorithms for mean-field variational inference via polyhedral optimization in the Wasserstein space COLT 2024 Approximate Inference for Stochastic Planning in Factored Spaces PGM 2022 Learning Neural Set Functions Under the Optimal Subset Oracle NeurIPS 2022 Flexible mean field variational inference using mixtures of non-overlapping exponential families NeurIPS 2020 Mean Field for the Stochastic Blockmodel: Optimization Landscape and Convergence Issues NeurIPS 2018 Principled Parallel Mean-Field Inference for Discrete Random Fields CVPR 2016 Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation NeurIPS 2008