Augment and reduce: Stochastic inference for large Categorical distributions

Computer Science

• Marginal Likelihood 100%
• Machine Learning 50%
• Computational Complexity 50%
• Classification Problem 50%
• Language Modeling 50%
• Predictive Performance 50%

Mathematics

• Stochastics 100%
• Marginal Likelihood 100%
• Classification Problem 50%
• Predictive Performance 50%

Keyphrases

• Stochastic Inference 100%
• Multinomial Probit 33%
• Variable Augmentation 33%