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gibbs sampling

201 papers

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Co-occurring keywords

bayesian inference (1907) markov chain monte carlo (725) bayesian nonparametrics (270) variational inference (2069) topic model (290) dirichlet process (132) gibbs sampler (37) graphical model (864) topic modeling (461) nonparametric bayesian (124)

Papers

Parallel Sampling of DP Mixture Models using Sub-Cluster Splits NIPS 2013
Analyzing Hogwild Parallel Gaussian Gibbs Sampling NIPS 2013
Gibbs Max-Margin Topic Models with Fast Sampling Algorithms ICML 2013
Fast Max-Margin Matrix Factorization with Data Augmentation ICML 2013
Multi-task Sparse Learning with Beta Process Prior for Action Recognition CVPR 2013
Flexible sampling of discrete data correlations without the marginal distributions NIPS 2013
Bayesian learning of joint distributions of objects AISTATS 2013
Bayesian nonparametric models for bipartite graphs NIPS 2012
Why MCA? Nonlinear sparse coding with spike-and-slab prior for neurally plausible image encoding NIPS 2012
Efficient Gaussian Process Inference for Short-Scale Spatio-Temporal Modeling AISTATS 2012
From Deformations to Parts: Motion-based Segmentation of 3D Objects NIPS 2012
Training sparse natural image models with a fast Gibbs sampler of an extended state space NIPS 2012
Fully Bayesian inference for neural models with negative-binomial spiking NIPS 2012
On Lifting the Gibbs Sampling Algorithm NIPS 2012
The Time-Marginalized Coalescent Prior for Hierarchical Clustering NIPS 2012
Monte Carlo Methods for Maximum Margin Supervised Topic Models NIPS 2012
Supervised Dimension Reduction with Topic Models ACML 2012
Augment-and-Conquer Negative Binomial Processes NIPS 2012
Bayesian Nonparametric Modeling of Suicide Attempts NIPS 2012
Priors over Recurrent Continuous Time Processes NIPS 2011
Bayesian Bias Mitigation for Crowdsourcing NIPS 2011
A Spike and Slab Restricted Boltzmann Machine AISTATS 2011
Spectral Chinese Restaurant Processes: Nonparametric Clustering Based on Similarities AISTATS 2011
Dependent Hierarchical Beta Process for Image Interpolation and Denoising AISTATS 2011
Multicore Gibbs Sampling in Dense, Unstructured Graphs AISTATS 2011