Topic Modeling

The Doubly Correlated Nonparametric Topic Model NeurIPS 2011 Deterministic Single-Pass Algorithm for LDA NeurIPS 2010 Joint Analysis of Time-Evolving Binary Matrices and Associated Documents NeurIPS 2010 Large Margin Learning of Upstream Scene Understanding Models NeurIPS 2010 Learning concept graphs from text with stick-breaking priors NeurIPS 2010 Online Learning for Latent Dirichlet Allocation NeurIPS 2010 Word Features for Latent Dirichlet Allocation NeurIPS 2010 Decoupling Sparsity and Smoothness in the Discrete Hierarchical Dirichlet Process NeurIPS 2009 Distributed Algorithms for Topic Models JMLR 2009 Indian Buffet Processes with Power-law Behavior NeurIPS 2009 Parallel Inference for Latent Dirichlet Allocation on Graphics Processing Units NeurIPS 2009 Reading Tea Leaves: How Humans Interpret Topic Models NeurIPS 2009 Asynchronous Distributed Learning of Topic Models NeurIPS 2008 DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification NeurIPS 2008 Learning Hybrid Models for Image Annotation with Partially Labeled Data NeurIPS 2008 Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation NeurIPS 2008 Unsupervised Learning of Visual Sense Models for Polysemous Words NeurIPS 2008 Distributed Inference for Latent Dirichlet Allocation NeurIPS 2007 HM-BiTAM: Bilingual Topic Exploration, Word Alignment, and Translation NeurIPS 2007 Infinite State Bayes-Nets for Structured Domains NeurIPS 2007 Mining Internet-Scale Software Repositories NeurIPS 2007 Spatial Latent Dirichlet Allocation NeurIPS 2007 Supervised Topic Models NeurIPS 2007 Modeling General and Specific Aspects of Documents with a Probabilistic Topic Model NeurIPS 2006 Recursive Attribute Factoring NeurIPS 2006