Mentch, Lucas

5 publications

JMLR 2022 Getting Better from Worse: Augmented Bagging and a Cautionary Tale of Variable Importance Lucas Mentch, Siyu Zhou

JMLR 2022 Scalable and Efficient Hypothesis Testing with Random Forests Tim Coleman, Wei Peng, Lucas Mentch

JMLR 2021 V-Statistics and Variance Estimation Zhengze Zhou, Lucas Mentch, Giles Hooker

JMLR 2020 Randomization as Regularization: A Degrees of Freedom Explanation for Random Forest Success Lucas Mentch, Siyu Zhou

JMLR 2016 Quantifying Uncertainty in Random Forests via Confidence Intervals and Hypothesis Tests Lucas Mentch, Giles Hooker