conftrace_

non-conjugate model

8 papers

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variational inference (2069) bayesian inference (1907) variational message passing (8) kullback-leibler divergence (181) gaussian process (1200) approximate inference (253) singular value shrinkage (5) variational baye (50) conjugate model (4) gradient step (3)

Papers

Efficient Non-conjugate Gaussian Process Factor Models for Spike Count Data using Polynomial Approximations ICML 2020
Conjugate-Computation Variational Inference : Converting Variational Inference in Non-Conjugate Models to Inferences in Conjugate Models AISTATS 2017
Kullback-Leibler Proximal Variational Inference NIPS 2015
Fully Simplified Multivariate Normal Updates in Non-Conjugate Variational Message Passing JMLR 2014
Affine Independent Variational Inference NIPS 2012
Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression NIPS 2012
Fast Variational Bayesian Inference for Non-Conjugate Matrix Factorization Models AISTATS 2012
Non-conjugate Variational Message Passing for Multinomial and Binary Regression NIPS 2011