Learning Topic Models: Identifiability and Finite-Sample Analysis

Keyphrases

• Latent Topics 100%
• Finite-sample Analysis 100%
• Model Identifiability 100%
• Error Analysis 50%
• Maximum Likelihood Estimator 50%
• Finite Sample 50%
• Plethora 50%
• Geometric Conditions 50%
• Sampling Error 50%
• Computational Geometry 50%
• Latent Structure 50%
• Statistical Accuracy 50%
• Text Mining Tool 50%
• Topic Modeling 50%
• Identifiability Condition 50%
• Integrated Likelihood 50%
• Separability Condition 50%
• Text Corpus 50%
• Weaker Conditions 50%
• Topic-based 50%
• Volume Minimization 50%
• Statistical Identifiability 50%
• Anchor Items 50%

Mathematics

• Identifiability 100%
• Maximum Likelihood Estimator 33%
• Supplementary Material 33%
• Concludes 33%
• Error Analysis 33%
• Weaker Condition 33%
• Topic Document 33%