activity
20122021
most citedComposing graphical models with neural networks for structured representations and fast inference

216 citations · 510 across the 17 of their papers we have counts for

collaborators
Showing 2015Show all

1 paper · 1 filter

stat.ML2015★ 58 cited

Dependent Multinomial Models Made Easy: Stick Breaking with the Pólya-Gamma Augmentation

Scott W. Linderman, Matthew J. Johnson, Ryan P. Adams

Many practical modeling problems involve discrete data that are best represented as draws from multinomial or categorical distributions. For example, nucleotides in a DNA sequence,…