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Augment-and-Conquer Negative Binomial Processes

Published on Jan 14, 20133550 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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Chapter list

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