4 citations · 10 across the 7 of their papers we have counts for
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math.ST2022★ 1 cited
Extreme Continuous Treatment Effects: Measures, Estimation and Inference
Wei Huang, Shuo Li, Liuhua Peng
This paper concerns estimation and inference for treatment effects in deep tails of the counterfactual distribution of unobservable potential outcomes corresponding to a continuous…
cs.LG2022★ 4 cited
Nonparametric Feature Selection by Random Forests and Deep Neural Networks
Xiaojun Mao, Liuhua Peng, Zhonglei Wang
Random forests are a widely used machine learning algorithm, but their computational efficiency is undermined when applied to large-scale datasets with numerous instances and usele…