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latent dirichlet allocation

171 papers

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Also known as

LDA

Co-occurring keywords

topic modeling (460) topic model (290) bayesian inference (1904) variational inference (2069) unsupervised learning (3255) gibbs sampling (201) probabilistic modeling (851) probabilistic model (476) text mining (298) text classification (6776)

Papers

Lexical and Hierarchical Topic Regression NIPS 2013
Streaming Variational Bayes NIPS 2013
Language-Motivated Approaches to Action Recognition JMLR 2013
Class-Specific Simplex-Latent Dirichlet Allocation for Image Classification ICCV 2013
Online Latent Dirichlet Allocation with Infinite Vocabulary ICML 2013
An Adaptive Learning Rate for Stochastic Variational Inference ICML 2013
Kernel Topic Models AISTATS 2012
A Spectral Algorithm for Latent Dirichlet Allocation NIPS 2012
Symmetric Correspondence Topic Models for Multilingual Text Analysis NIPS 2012
Topic-Partitioned Multinetwork Embeddings NIPS 2012
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models NIPS 2012
Priors for Diversity in Generative Latent Variable Models NIPS 2012
A Topic Modeling Toolbox Using Belief Propagation JMLR 2012
Practical Bayesian Optimization of Machine Learning Algorithms NIPS 2012
MedLDA: Maximum Margin Supervised Topic Models JMLR 2012
Bridging the Language Gap: Topic Adaptation for Documents with Different Technicality AISTATS 2011
Bayesian Inference for Statistical Abduction Using Markov Chain Monte Carlo ACML 2011
Complexity of Inference in Latent Dirichlet Allocation NIPS 2011
Hierarchically Supervised Latent Dirichlet Allocation NIPS 2011
Multicore Gibbs Sampling in Dense, Unstructured Graphs AISTATS 2011
Online Learning for Latent Dirichlet Allocation NIPS 2010
Efficient Collapsed Gibbs Sampling for Latent Dirichlet Allocation ACML 2010
Word Features for Latent Dirichlet Allocation NIPS 2010
Deterministic Single-Pass Algorithm for LDA NIPS 2010
A Stochastic approximation method for inference in probabilistic graphical models NIPS 2009