Bayesian Inference

A Complete Variational Tracker NeurIPS 2014 Active Area Search via Bayesian Quadrature AISTATS 2014 Adaptive Monte Carlo via Bandit Allocation ICML 2014 Aerial Reconstructions via Probabilistic Data Fusion CVPR 2014 A Filtering Approach to Stochastic Variational Inference NeurIPS 2014 A framework for studying synaptic plasticity with neural spike train data NeurIPS 2014 A Framework for Testing Identifiability of Bayesian Models of Perception NeurIPS 2014 A Gaussian Latent Variable Model for Large Margin Classification of Labeled and Unlabeled Data AISTATS 2014 Agnostic Bayesian Learning of Ensembles ICML 2014 A Hierarchical Context Model for Event Recognition in Surveillance Video CVPR 2014 A Level-set Hit-and-run Sampler for Quasi-Concave Distributions AISTATS 2014 A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input NeurIPS 2014 Analysis of Brain States from Multi-Region LFP Time-Series NeurIPS 2014 Analysis of Empirical MAP and Empirical Partially Bayes: Can They be Alternatives to Variational Bayes? AISTATS 2014 Analysis of Variational Bayesian Latent Dirichlet Allocation: Weaker Sparsity Than MAP NeurIPS 2014 Analytic Long-Term Forecasting with Periodic Gaussian Processes AISTATS 2014 An Efficient Approach for Assessing Hyperparameter Importance ICML 2014 A New Approach to Probabilistic Programming Inference AISTATS 2014 An inclusion optimal algorithm for chain graph structure learning AISTATS 2014 A Non-parametric Conditional Factor Regression Model for Multi-Dimensional Input and Response AISTATS 2014 A Novel Chamfer Template Matching Method Using Variational Mean Field CVPR 2014 Approximate Slice Sampling for Bayesian Posterior Inference AISTATS 2014 Approximation Analysis of Stochastic Gradient Langevin Dynamics by using Fokker-Planck Equation and Ito Process ICML 2014 A Probabilistic Framework for Multimodal Retrieval using Integrative Indian Buffet Process NeurIPS 2014 A Probabilistic Framework for Multitarget Tracking with Mutual Occlusions CVPR 2014