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variational message passing

9 papers

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Also known as

VMP

Co-occurring keywords · papers mentioning both

variational inference (6) conjugate exponential family (2) probabilistic graphical model (2) factor graph (2) non-conjugate model (2) message passing (2) natural gradient (2) bayesian inference (2) non-conjugate variational inference (1) multinomial regression (1)

Papers

Variational message passing neural network for Maximum-A-Posteriori (MAP) inference UAI 2022 Bayesian joint state and parameter tracking in autoregressive models L4DC 2020 Streamlined Variational Inference with Higher Level Random Effects JMLR 2020 Variational Message Passing with Structured Inference Networks ICLR 2018 BayesPy: Variational Bayesian Inference in Python JMLR 2016 d-VMP: Distributed Variational Message Passing PGM 2016 Fully Simplified Multivariate Normal Updates in Non-Conjugate Variational Message Passing JMLR 2014 Non-conjugate Variational Message Passing for Multinomial and Binary Regression NeurIPS 2011 Gates NeurIPS 2008