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Asymptotic Properties of High-Dimensional Random Forests
Chien-Ming Chi, Patrick Vossler, Yingying Fan, Jinchi Lv
Optimal Nonparametric Inference with Two-Scale Distributional Nearest Neighbors
Emre Demirkaya, Yingying Fan, Lan Gao, Jinchi Lv, Patrick Vossler, Jingbo Wang
Dimension-Free Average Treatment Effect Inference with Deep Neural Networks
Xinze Du, Yingying Fan, Jinchi Lv, Tianshu Sun, Patrick Vossler