216 citations · 454 across the 55 of their papers we have counts for
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math.ST2021★ 1 cited
Efficient Bayesian network structure learning via local Markov boundary search
Ming Gao, Bryon Aragam
We analyze the complexity of learning directed acyclic graphical models from observational data in general settings without specific distributional assumptions. Our approach is inf…
math.ST2021★ 1 cited
Uniform Consistency in Nonparametric Mixture Models
Bryon Aragam, Ruiyi Yang
We study uniform consistency in nonparametric mixture models as well as closely related mixture of regression (also known as mixed regression) models, where the regression function…