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Bayesian Inference

1724 directly classified papers

Papers per year

Papers

Latent Data Association: Bayesian Model Selection for Multi-target Tracking ICCV 2013
Bayesian Robust Matrix Factorization for Image and Video Processing ICCV 2013
A Non-parametric Bayesian Network Prior of Human Pose ICCV 2013
Sequential Bayesian Model Update under Structured Scene Prior for Semantic Road Scenes Labeling ICCV 2013
Learning Efficient Random Maximum A-Posteriori Predictors with Non-Decomposable Loss Functions NIPS 2013
Variational Planning for Graph-based MDPs NIPS 2013
Multiscale Dictionary Learning for Estimating Conditional Distributions NIPS 2013
Online Learning of Nonparametric Mixture Models via Sequential Variational Approximation NIPS 2013
A* Lasso for Learning a Sparse Bayesian Network Structure for Continuous Variables NIPS 2013
Small-Variance Asymptotics for Hidden Markov Models NIPS 2013
PAC-Bayes-Empirical-Bernstein Inequality NIPS 2013
Nonparametric Multi-group Membership Model for Dynamic Networks NIPS 2013
EDML for Learning Parameters in Directed and Undirected Graphical Models NIPS 2013
Flexible sampling of discrete data correlations without the marginal distributions NIPS 2013
Parallel Sampling of DP Mixture Models using Sub-Cluster Splits NIPS 2013
Context-sensitive active sensing in humans NIPS 2013
Generalized Random Utility Models with Multiple Types NIPS 2013
Summary Statistics for Partitionings and Feature Allocations NIPS 2013
Reciprocally Coupled Local Estimators Implement Bayesian Information Integration Distributively NIPS 2013
Reconciling "priors" & "priors" without prejudice? NIPS 2013
Policy Shaping: Integrating Human Feedback with Reinforcement Learning NIPS 2013
Spike train entropy-rate estimation using hierarchical Dirichlet process priors NIPS 2013
Active Visual Recognition with Expertise Estimation in Crowdsourcing ICCV 2013
Approximate inference in latent Gaussian-Markov models from continuous time observations NIPS 2013
A simple example of Dirichlet process mixture inconsistency for the number of components NIPS 2013