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gibbs sampling

201 papers

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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

Bayesian Markov Blanket Estimation AISTATS 2016
Select-and-Sample for Spike-and-Slab Sparse Coding NIPS 2016
Topic-Based Embeddings for Learning from Large Knowledge Graphs AISTATS 2016
Herded Gibbs Sampling JMLR 2016
A Gibbs Sampler for Learning DAGs JMLR 2016
Augmentable Gamma Belief Networks JMLR 2016
Fast Inference for Interactive Models of Text COLING 2016
Dynamic Generative model for Diachronic Sense Emergence Detection COLING 2016
Fast Collocation-Based Bayesian HMM Word Alignment COLING 2016
Bayesian Nonparametric Crowdsourcing JMLR 2015
An Empirical Study of Stochastic Variational Inference Algorithms for the Beta Bernoulli Process ICML 2015
Learning Deep Sigmoid Belief Networks with Data Augmentation AISTATS 2015
Latent feature regression for multivariate count data AISTATS 2015
Inference in a Partially Observed Queuing Model with Applications in Ecology ICML 2015
Sampling from Probabilistic Submodular Models NIPS 2015
The Poisson Gamma Belief Network NIPS 2015
The Bayesian Echo Chamber: Modeling Social Influence via Linguistic Accommodation AISTATS 2015
Similarity-based Contrastive Divergence Methods for Energy-based Deep Learning Models ACML 2015
Infinite Edge Partition Models for Overlapping Community Detection and Link Prediction AISTATS 2015
Efficient Training of LDA on a GPU by Mean-for-Mode Estimation ICML 2015
Rapidly Mixing Gibbs Sampling for a Class of Factor Graphs Using Hierarchy Width NIPS 2015
Large-Scale Bayesian Multi-Label Learning via Topic-Based Label Embeddings NIPS 2015
Ordered Stick-Breaking Prior for Sequential MCMC Inference of Bayesian Nonparametric Models ICML 2015
Perturbed Message Passing for Constraint Satisfaction Problems JMLR 2015
Multi-Feature Max-Margin Hierarchical Bayesian Model for Action Recognition CVPR 2015