conftrace_

variational message passing

8 papers

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Also known as

VMP

Co-occurring keywords

variational inference (2069) factor graph (81) non-conjugate model (8) message passing (579) bayesian inference (1907) non-conjugate variational inference (1) multinomial regression (3) posterior approximation (132) conjugate exponential family (2) scalable inference (33)

Papers

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