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

Supervised Dimension Reduction with Topic Models ACML 2012
Factorial LDA: Sparse Multi-Dimensional Text Models NIPS 2012
MedLDA: Maximum Margin Supervised Topic Models JMLR 2012
On Estimation and Selection for Topic Models AISTATS 2012
Priors for Diversity in Generative Latent Variable Models NIPS 2012
A Neural Autoregressive Topic Model NIPS 2012
Monte Carlo Methods for Maximum Margin Supervised Topic Models NIPS 2012
Improving Topic Coherence with Regularized Topic Models NIPS 2011
A concave regularization technique for sparse mixture models NIPS 2011
TopicFlow Model: Unsupervised Learning of Topic-specific Influences of Hyperlinked Documents AISTATS 2011
The Discrete Infinite Logistic Normal Distribution for Mixed-Membership Modeling AISTATS 2011
Large-Scale Sparse Principal Component Analysis with Application to Text Data NIPS 2011
Proximal Methods for Hierarchical Sparse Coding JMLR 2011
The Doubly Correlated Nonparametric Topic Model NIPS 2011
Hierarchically Supervised Latent Dirichlet Allocation NIPS 2011
Learning concept graphs from text with stick-breaking priors NIPS 2010
Large Margin Learning of Upstream Scene Understanding Models NIPS 2010
Probabilistic Deterministic Infinite Automata NIPS 2010
Word Features for Latent Dirichlet Allocation NIPS 2010
Modeling Social Annotation Data with Content Relevance using a Topic Model NIPS 2009
Rethinking LDA: Why Priors Matter NIPS 2009
Replicated Softmax: an Undirected Topic Model NIPS 2009
Reading Tea Leaves: How Humans Interpret Topic Models NIPS 2009
Parallel Inference for Latent Dirichlet Allocation on Graphics Processing Units NIPS 2009
Decoupling Sparsity and Smoothness in the Discrete Hierarchical Dirichlet Process NIPS 2009