conftrace_

scalable inference

33 papers

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Co-occurring keywords

gaussian process (1200) variational inference (2069) bayesian inference (1907) posterior approximation (132) approximate inference (253) stochastic variational inference (59) latent variable model (564) generalized linear model (138) matrix multiplication (41) deep kernel (16)

Papers

Variational Inference for Gaussian Process Modulated Poisson Processes ICML 2015
Scalable Variational Gaussian Process Classification AISTATS 2015
Scalable Variational Bayesian Matrix Factorization with Side Information AISTATS 2014
Fast Kernel Learning for Multidimensional Pattern Extrapolation NIPS 2014
A Scalable Approach to Probabilistic Latent Space Inference of Large-Scale Networks NIPS 2013
Scalable Inference for Logistic-Normal Topic Models NIPS 2013
Scalable Inference on Kingman’s Coalescent using Pair Similarity AISTATS 2012
On Triangular versus Edge Representations --- Towards Scalable Modeling of Networks NIPS 2012