conftrace_

non-conjugate model

9 papers

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variational inference (8) bayesian inference (4) variational message passing (2) kullback-leibler divergence (2) gaussian process (2) approximate inference (2) singular value shrinkage (1) variational baye (1) conjugate model (1) gradient step (1)

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 NeurIPS 2015 Fully Simplified Multivariate Normal Updates in Non-Conjugate Variational Message Passing JMLR 2014 Bayesian Canonical Correlation Analysis JMLR 2013 Affine Independent Variational Inference NeurIPS 2012 Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression NeurIPS 2012 Fast Variational Bayesian Inference for Non-Conjugate Matrix Factorization Models AISTATS 2012 Non-conjugate Variational Message Passing for Multinomial and Binary Regression NeurIPS 2011