Why do Random Forests Work? Understanding Tree Ensembles as Self-Regularizing Adaptive Smoothers

2 February 2024

Papers citing "Why do Random Forests Work? Understanding Tree Ensembles as Self-Regularizing Adaptive Smoothers"

6 / 6 papers shown

Title
Prediction Models That Learn to Avoid Missing Values Lena Stempfle Anton Matsson Newton Mwai Fredrik D. Johansson 38 0 0 06 May 2025
When do Random Forests work? C. Revelas O. Boldea B. J. M. Werker 23 0 0 17 Apr 2025
Classical Statistical (In-Sample) Intuitions Don't Generalize Well: A Note on Bias-Variance Tradeoffs, Overfitting and Moving from Fixed to Random Designs Alicia Curth 16 2 0 27 Sep 2024
The Role of Depth, Width, and Tree Size in Expressiveness of Deep Forest Shen-Huan Lyu Jin-Hui Wu Qin-Cheng Zheng Baoliu Ye 26 0 0 06 Jul 2024
When does Subagging Work? Christos Revelas O. Boldea B. Werker 13 1 0 02 Apr 2024
A Random Forest Guided Tour Gérard Biau Erwan Scornet AI4TS 137 2,701 0 18 Nov 2015