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Augment-and-Conquer Negative Binomial Processes

Published on 2013-01-143572 Views

By developing data augmentation methods unique to the negative binomial (NB) distribution, we unite seemingly disjoint count and mixture models under the NB process framework. We develop fundamental p

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Augment-and-Conquer Negative Binomial Processes00:00
Negative Binomial (NB) Distribution00:00
Negative Binomial Process Count and Mixture Modeling02:31
Topic Modeling (Mixture Modeling of Grouped Words)03:24