← Keywords

bayesian inference

1904 papers

Explore in graph

Also known as

MCMC MBR BI BVMM MAP

Co-occurring keywords

variational inference (2069) markov chain monte carlo (724) gaussian process (1198) probabilistic modeling (851) uncertainty quantification (1365) posterior distribution (259) bayesian learning (185) gibbs sampling (201) graphical model (863) probabilistic model (476)

Papers

Bayesian Probabilistic Co-Subspace Addition NIPS 2012
Monte Carlo Methods for Maximum Margin Supervised Topic Models NIPS 2012
MCMC for continuous-time discrete-state systems NIPS 2012
Bayesian Hierarchical Reinforcement Learning NIPS 2012
Dual-Space Analysis of the Sparse Linear Model NIPS 2012
Bayesian Group Factor Analysis AISTATS 2012
High-Dimensional Structured Feature Screening Using Binary Markov Random Fields AISTATS 2012
On Bayesian Upper Confidence Bounds for Bandit Problems AISTATS 2012
Multiresolution Mixture Modeling using Merging of Mixture Components ACML 2012
A Topic Modeling Toolbox Using Belief Propagation JMLR 2012
Bayesian Classifier Combination AISTATS 2012
Efficient Gaussian Process Inference for Short-Scale Spatio-Temporal Modeling AISTATS 2012
Fast interior-point inference in high-dimensional sparse, penalized state-space models AISTATS 2012
Fast Variational Bayesian Inference for Non-Conjugate Matrix Factorization Models AISTATS 2012
Dynamic Pruning of Factor Graphs for Maximum Marginal Prediction NIPS 2012
Slice sampling normalized kernel-weighted completely random measure mixture models NIPS 2012
Bayesian Inference for Change Points in Dynamical Systems with Reusable States - a Chinese Restaurant Process Approach AISTATS 2012
Factorized Asymptotic Bayesian Inference for Mixture Modeling AISTATS 2012
EP-GIG Priors and Applications in Bayesian Sparse Learning JMLR 2012
Bayesian Mixed-Effects Inference on Classification Performance in Hierarchical Data Sets JMLR 2012
Efficient coding provides a direct link between prior and likelihood in perceptual Bayesian inference NIPS 2012
Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression NIPS 2012
Learning curves for multi-task Gaussian process regression NIPS 2012
Entangled Monte Carlo NIPS 2012
Bayesian Warped Gaussian Processes NIPS 2012