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bayesian inference

1904 papers

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Also known as

MCMC MBR BI BVMM MAP

Co-occurring keywords

variational inference (2069) markov chain monte carlo (724) gaussian process (1198) probabilistic modeling (851) uncertainty quantification (1365) posterior distribution (259) bayesian learning (185) gibbs sampling (201) graphical model (863) probabilistic model (476)

Papers

Bayesian Sparse Factor Models and DAGs Inference and Comparison NIPS 2009
Hierarchical Learning of Dimensional Biases in Human Categorization NIPS 2009
Speeding up Magnetic Resonance Image Acquisition by Bayesian Multi-Slice Adaptive Compressed Sensing NIPS 2009
A Neural Implementation of the Kalman Filter NIPS 2009
Adaptive Design Optimization in Experiments with People NIPS 2009
Perceptual Multistability as Markov Chain Monte Carlo Inference NIPS 2009
Sequential effects reflect parallel learning of multiple environmental regularities NIPS 2009
Variational Gaussian-process factor analysis for modeling spatio-temporal data NIPS 2009
Bayesian Belief Polarization NIPS 2009
Learning with Compressible Priors NIPS 2009
Large Scale Nonparametric Bayesian Inference: Data Parallelisation in the Indian Buffet Process NIPS 2009
Modeling the spacing effect in sequential category learning NIPS 2009
Rethinking LDA: Why Priors Matter NIPS 2009
Multi-Label Prediction via Sparse Infinite CCA NIPS 2009
Sequential effects: Superstition or rational behavior? NIPS 2008
Variational Mixture of Gaussian Process Experts NIPS 2008
Logistic Normal Priors for Unsupervised Probabilistic Grammar Induction NIPS 2008
Optimal Response Initiation: Why Recent Experience Matters NIPS 2008
Using Bayesian Dynamical Systems for Motion Template Libraries NIPS 2008
Bayesian Inference and Optimal Design for the Sparse Linear Model JMLR 2008
Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes NIPS 2008
Fast Computation of Posterior Mode in Multi-Level Hierarchical Models NIPS 2008
Designing neurophysiology experiments to optimally constrain receptive field models along parametric submanifolds NIPS 2008
Bayesian Synchronous Grammar Induction NIPS 2008
An Efficient Sequential Monte Carlo Algorithm for Coalescent Clustering NIPS 2008