topic model

A Practical Algorithm for Topic Modeling with Provable Guarantees ICML 2013 A recursive estimate for the predictive likelihood in a topic model AISTATS 2013 A unifying representation for a class of dependent random measures AISTATS 2013 Bringing Semantics into Focus Using Visual Abstraction CVPR 2013 Class-Specific Simplex-Latent Dirichlet Allocation for Image Classification ICCV 2013 Documents as multiple overlapping windows into grids of counts NeurIPS 2013 Gibbs Max-Margin Topic Models with Fast Sampling Algorithms ICML 2013 Hallucinated Humans as the Hidden Context for Labeling 3D Scenes CVPR 2013 LDA Topic Model with Soft Assignment of Descriptors to Words ICML 2013 Lexical and Hierarchical Topic Regression NeurIPS 2013 Manifold Preserving Hierarchical Topic Models for Quantization and Approximation ICML 2013 Modeling Musical Influence with Topic Models ICML 2013 Relevance Topic Model for Unstructured Social Group Activity Recognition NeurIPS 2013 Scalable Inference for Logistic-Normal Topic Models NeurIPS 2013 Stochastic Gradient Riemannian Langevin Dynamics on the Probability Simplex NeurIPS 2013 Subtle Topic Models and Discovering Subtly Manifested Software Concerns Automatically ICML 2013 Topical Video Object Discovery from Key Frames by Modeling Word Co-occurrence Prior CVPR 2013 Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment ICML 2013 When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity NeurIPS 2013 A Neural Autoregressive Topic Model NeurIPS 2012 A Spectral Algorithm for Latent Dirichlet Allocation NeurIPS 2012 Augment-and-Conquer Negative Binomial Processes NeurIPS 2012 Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models NeurIPS 2012 Factorial LDA: Sparse Multi-Dimensional Text Models NeurIPS 2012 How They Vote: Issue-Adjusted Models of Legislative Behavior NeurIPS 2012