17 citations · 71 across the 33 of their papers we have counts for
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stat.ML2021★ 6 cited
Deeply-Debiased Off-Policy Interval Estimation
Chengchun Shi, Runzhe Wan, Victor Chernozhukov +1
Off-policy evaluation learns a target policy's value with a historical dataset generated by a different behavior policy. In addition to a point estimate, many applications would be…
stat.ML2021
Testing Directed Acyclic Graph via Structural, Supervised and Generative Adversarial Learning
Chengchun Shi, Yunzhe Zhou, Lexin Li
In this article, we propose a new hypothesis testing method for directed acyclic graph (DAG). While there is a rich class of DAG estimation methods, there is a relative paucity of…