bayesian inference

Thompson Sampling for Complex Online Problems ICML 2014 Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis ICML 2014 Variational Gaussian Inference for Bilinear Models of Count Data ACML 2014 Von Mises-Fisher Clustering Models ICML 2014 A Bayesian Approach to Multimodal Visual Dictionary Learning CVPR 2013 Active Visual Recognition with Expertise Estimation in Crowdsourcing ICCV 2013 Adaptive Sparsity in Gaussian Graphical Models ICML 2013 Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs NeurIPS 2013 A Practical Transfer Learning Algorithm for Face Verification ICCV 2013 A recursive estimate for the predictive likelihood in a topic model AISTATS 2013 A simple example of Dirichlet process mixture inconsistency for the number of components NeurIPS 2013 Auxiliary-variable Exact Hamiltonian Monte Carlo Samplers for Binary Distributions NeurIPS 2013 Bayesian 3D Tracking from Monocular Video ICCV 2013 Bayesian Depth-from-Defocus with Shading Constraints CVPR 2013 Bayesian entropy estimation for binary spike train data using parametric prior knowledge NeurIPS 2013 Bayesian Estimation of Latently-grouped Parameters in Undirected Graphical Models NeurIPS 2013 Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC NeurIPS 2013 Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits NeurIPS 2013 Bayesian inference as iterated random functions with applications to sequential inference in graphical models NeurIPS 2013 Bayesian inference for low rank spatiotemporal neural receptive fields NeurIPS 2013 Bayesian learning of joint distributions of objects AISTATS 2013 Bayesian Learning of Recursively Factored Environments ICML 2013 Bayesian Mixture Modelling and Inference based Thompson Sampling in Monte-Carlo Tree Search NeurIPS 2013 Bayesian Robust Matrix Factorization for Image and Video Processing ICCV 2013 Bayesian Structure Learning for Functional Neuroimaging AISTATS 2013