73 citations · 156 across the 12 of their papers we have counts for
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stat.ML2017★ 29 cited
Poisson--Gamma Dynamical Systems
Aaron Schein, Mingyuan Zhou, Hanna Wallach
We introduce a new dynamical system for sequentially observed multivariate count data. This model is based on the gamma--Poisson construction---a natural choice for count data---an…
stat.ML2016★ 9 cited
Softplus Regressions and Convex Polytopes
Mingyuan Zhou
To construct flexible nonlinear predictive distributions, the paper introduces a family of softplus function based regression models that convolve, stack, or combine both operation…