122 citations · 271 across the 12 of their papers we have counts for
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cs.AI2017★ 2 cited
Multi-Value Rule Sets
Tong Wang
We present the Multi-vAlue Rule Set (MARS) model for interpretable classification with feature efficient presentations. MARS introduces a more generalized form of association rules…
cs.AI2017
Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effect
Tong Wang, Cynthia Rudin
A key question in causal inference analyses is how to find subgroups with elevated treatment effects. This paper takes a machine learning approach and introduces a generative model…