posterior distribution

A Bayesian Framework for Online Classifier Ensemble ICML 2014 Accelerating ABC methods using Gaussian processes AISTATS 2014 Bayesian Switching Interaction Analysis Under Uncertainty AISTATS 2014 BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and Bandits JMLR 2014 Combining 3D Shape, Color, and Motion for Robust Anytime Tracking RSS 2014 Robust RegBayes: Selectively Incorporating First-Order Logic Domain Knowledge into Bayesian Models ICML 2014 Scalable and Robust Bayesian Inference via the Median Posterior ICML 2014 Stochastic Regret Minimization via Thompson Sampling COLT 2014 Thompson Sampling for Complex Online Problems ICML 2014 Accurate and Robust Registration of Nonrigid Surface Using Hierarchical Statistical Shape Model CVPR 2013 A simple example of Dirichlet process mixture inconsistency for the number of components NeurIPS 2013 A Statistical Model for Recreational Trails in Aerial Images CVPR 2013 Evidence Estimation for Bayesian Partially Observed MRFs AISTATS 2013 Learning Efficient Random Maximum A-Posteriori Predictors with Non-Decomposable Loss Functions NeurIPS 2013 Randomized Ensemble Tracking ICCV 2013 Reconciling "priors" & "priors" without prejudice? NeurIPS 2013 Stochastic Variational Inference JMLR 2013 Summary Statistics for Partitionings and Feature Allocations NeurIPS 2013 Thompson Sampling for 1-Dimensional Exponential Family Bandits NeurIPS 2013 A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function NeurIPS 2012 Bayesian active learning with localized priors for fast receptive field characterization NeurIPS 2012 Bayesian estimation of discrete entropy with mixtures of stick-breaking priors NeurIPS 2012 On Bayesian Upper Confidence Bounds for Bandit Problems AISTATS 2012 Putting Bayes to sleep NeurIPS 2012 Bayesian Inference for Statistical Abduction Using Markov Chain Monte Carlo ACML 2011