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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

Restricting exchangeable nonparametric distributions NIPS 2013
Scalable Inference for Logistic-Normal Topic Models NIPS 2013
Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits NIPS 2013
Slice Sampling Particle Belief Propagation ICCV 2013
Randomized Ensemble Tracking ICCV 2013
Inferring "Dark Matter" and "Dark Energy" from Videos ICCV 2013
Exploiting the Power of Stereo Confidences CVPR 2013
A Bayesian Approach to Multimodal Visual Dictionary Learning CVPR 2013
A Practical Transfer Learning Algorithm for Face Verification ICCV 2013
Multi-image Blind Deblurring Using a Coupled Adaptive Sparse Prior CVPR 2013
Sequential Bayesian Model Update under Structured Scene Prior for Semantic Road Scenes Labeling ICCV 2013
Bayesian Robust Matrix Factorization for Image and Video Processing ICCV 2013
Bayesian 3D Tracking from Monocular Video ICCV 2013
A Bayesian Approach for Policy Learning from Trajectory Preference Queries NIPS 2012
Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints NIPS 2012
A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function NIPS 2012
The Optimality of Jeffreys Prior for Online Density Estimation and the Asymptotic Normality of Maximum Likelihood Estimators COLT 2012
Bayesian Pedigree Analysis using Measure Factorization NIPS 2012
Coupling Nonparametric Mixtures via Latent Dirichlet Processes NIPS 2012
Sparse Approximate Manifolds for Differential Geometric MCMC NIPS 2012
Strategic Impatience in Go/NoGo versus Forced-Choice Decision-Making NIPS 2012
Approximating Equilibria in Sequential Auctions with Incomplete Information and Multi-Unit Demand NIPS 2012
Multilabel Classification using Bayesian Compressed Sensing NIPS 2012
Gaussian Processes for time-marked time-series data AISTATS 2012
Analysis of Thompson Sampling for the Multi-armed Bandit Problem COLT 2012