Bayesian Inference

Articulated Pose Estimation via Over-parametrization and Noise Projection RSS 2014 A State-Space Model for Decoding Auditory Attentional Modulation from MEG in a Competing-Speaker Environment NeurIPS 2014 A Statistical Decision-Theoretic Framework for Social Choice NeurIPS 2014 A Stepwise uncertainty reduction approach to constrained global optimization AISTATS 2014 Asynchronous Anytime Sequential Monte Carlo NeurIPS 2014 A Truncated EM Approach for Spike-and-Slab Sparse Coding JMLR 2014 Austerity in MCMC Land: Cutting the Metropolis-Hastings Budget ICML 2014 Automated Variational Inference for Gaussian Process Models NeurIPS 2014 Automatic Discovery of Cognitive Skills to Improve the Prediction of Student Learning NeurIPS 2014 Bayes-Adaptive Simulation-based Search with Value Function Approximation NeurIPS 2014 Bayesian Active Appearance Models CVPR 2014 Bayesian Entropy Estimation for Countable Discrete Distributions JMLR 2014 Bayesian Estimation of Causal Direction in Acyclic Structural Equation Models with Individual-specific Confounder Variables and Non-Gaussian Distributions JMLR 2014 Bayesian Inference for Structured Spike and Slab Priors NeurIPS 2014 Bayesian Max-margin Multi-Task Learning with Data Augmentation ICML 2014 Bayesian Multi-Scale Optimistic Optimization AISTATS 2014 Bayesian Nonlinear Support Vector Machines and Discriminative Factor Modeling NeurIPS 2014 Bayesian Nonparametric Multilevel Clustering with Group-Level Contexts ICML 2014 Bayesian Nonparametric Poisson Factorization for Recommendation Systems AISTATS 2014 Bayesian Optimization with Inequality Constraints ICML 2014 Bayesian Sampling Using Stochastic Gradient Thermostats NeurIPS 2014 Bayesian Switching Interaction Analysis Under Uncertainty AISTATS 2014 Bayesian View Synthesis and Image-Based Rendering Principles CVPR 2014 Bayes Merging of Multiple Vocabularies for Scalable Image Retrieval CVPR 2014 BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and Bandits JMLR 2014