9 citations · 47 across the 12 of their papers we have counts for
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math.ST2015
High-dimensional consistency in score-based and hybrid structure learning
Preetam Nandy, Alain Hauser, Marloes H. Maathuis
Main approaches for learning Bayesian networks can be classified as constraint-based, score-based or hybrid methods. Although high-dimensional consistency results are available for…
stat.ME2015★ 4 cited
A review of some recent advances in causal inference
Marloes H. Maathuis, Preetam Nandy
We give a selective review of some recent developments in causal inference, intended for researchers who are not familiar with graphical models and causality, and with a focus on m…