conftrace_

topic model

290 papers

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Co-occurring keywords

topic modeling (461) latent dirichlet allocation (171) variational inference (2069) bayesian inference (1907) gibbs sampling (201) word embedding (1764) document classification (202) hierarchical dirichlet process (49) topic coherence (57) probabilistic modeling (852)

Papers

A Practical Algorithm for Topic Modeling with Provable Guarantees ICML 2013
A recursive estimate for the predictive likelihood in a topic model AISTATS 2013
Manifold Preserving Hierarchical Topic Models for Quantization and Approximation ICML 2013
Class-Specific Simplex-Latent Dirichlet Allocation for Image Classification ICCV 2013
Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment ICML 2013
Hallucinated Humans as the Hidden Context for Labeling 3D Scenes CVPR 2013
Gibbs Max-Margin Topic Models with Fast Sampling Algorithms ICML 2013
Bringing Semantics into Focus Using Visual Abstraction CVPR 2013
Topical Video Object Discovery from Key Frames by Modeling Word Co-occurrence Prior CVPR 2013
Subtle Topic Models and Discovering Subtly Manifested Software Concerns Automatically ICML 2013
Modeling Musical Influence with Topic Models ICML 2013
LDA Topic Model with Soft Assignment of Descriptors to Words ICML 2013
Stochastic Gradient Riemannian Langevin Dynamics on the Probability Simplex NIPS 2013
When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity NIPS 2013
Relevance Topic Model for Unstructured Social Group Activity Recognition NIPS 2013
Documents as multiple overlapping windows into grids of counts NIPS 2013
Scalable Inference for Logistic-Normal Topic Models NIPS 2013
Lexical and Hierarchical Topic Regression NIPS 2013
A unifying representation for a class of dependent random measures AISTATS 2013
Truncation-free Online Variational Inference for Bayesian Nonparametric Models NIPS 2012
Joint Modeling of a Matrix with Associated Text via Latent Binary Features NIPS 2012
Symmetric Correspondence Topic Models for Multilingual Text Analysis NIPS 2012
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models NIPS 2012
Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes NIPS 2012
Topic-Partitioned Multinetwork Embeddings NIPS 2012