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Bayesian Inference

518 directly classified papers

Papers per year

Papers

Efficient Online Inference for Bayesian Nonparametric Relational Models NIPS 2013
Learning to Pass Expectation Propagation Messages NIPS 2013
Top-down particle filtering for Bayesian decision trees ICML 2013
Perturbative Corrections for Approximate Inference in Gaussian Latent Variable Models JMLR 2013
Active Bayesian Perception for Simultaneous Object Localization and Identification RSS 2013
Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs NIPS 2013
Multi-Task Bayesian Optimization NIPS 2013
Spike train entropy-rate estimation using hierarchical Dirichlet process priors NIPS 2013
Binary to Bushy: Bayesian Hierarchical Clustering with the Beta Coalescent NIPS 2013
Reconciling "priors" & "priors" without prejudice? NIPS 2013
Reciprocally Coupled Local Estimators Implement Bayesian Information Integration Distributively NIPS 2013
Memoized Online Variational Inference for Dirichlet Process Mixture Models NIPS 2013
Visual Concept Learning: Combining Machine Vision and Bayesian Generalization on Concept Hierarchies NIPS 2013
Bayesian optimization explains human active search NIPS 2013
Real-Time Inference for a Gamma Process Model of Neural Spiking NIPS 2013
Bayesian Mixture Modelling and Inference based Thompson Sampling in Monte-Carlo Tree Search NIPS 2013
Online Variational Approximations to non-Exponential Family Change Point Models: With Application to Radar Tracking NIPS 2013
One-shot learning by inverting a compositional causal process NIPS 2013
Demixing odors - fast inference in olfaction NIPS 2013
Optimal integration of visual speed across different spatiotemporal frequency channels NIPS 2013
Integrated Non-Factorized Variational Inference NIPS 2013
Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits NIPS 2013
Capturing Complex Spatio-temporal Relations among Facial Muscles for Facial Expression Recognition CVPR 2013
Bayesian Depth-from-Defocus with Shading Constraints CVPR 2013
A Joint Model for 2D and 3D Pose Estimation from a Single Image CVPR 2013