63 citations · 243 across the 23 of their papers we have counts for
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stat.ML2015★ 12 cited
The Poisson Gamma Belief Network
Mingyuan Zhou, Yulai Cong, Bo Chen
To infer a multilayer representation of high-dimensional count vectors, we propose the Poisson gamma belief network (PGBN) that factorizes each of its layers into the product of a…
stat.ML2015★ 1 cited
Gamma Belief Networks
Mingyuan Zhou, Yulai Cong, Bo Chen
To infer multilayer deep representations of high-dimensional discrete and nonnegative real vectors, we propose an augmentable gamma belief network (GBN) that factorizes each of its…