MP-Boost: Minipatch Boosting via Adaptive Feature and Observation Sampling

14 November 2020

Papers citing "MP-Boost: Minipatch Boosting via Adaptive Feature and Observation Sampling"

5 / 5 papers shown

Title
Fair MP-BOOST: Fair and Interpretable Minipatch Boosting Camille Olivia Little Genevera I. Allen 30 0 0 01 Apr 2024
Model-Agnostic Confidence Intervals for Feature Importance: A Fast and Powerful Approach Using Minipatch Ensembles Luqin Gan Lili Zheng Genevera I. Allen 32 6 0 05 Jun 2022
To the Fairness Frontier and Beyond: Identifying, Quantifying, and Optimizing the Fairness-Accuracy Pareto Frontier Camille Olivia Little Michael Weylandt Genevera I. Allen 30 13 0 31 May 2022
Fast and Accurate Graph Learning for Huge Data via Minipatch Ensembles Tianyi Yao Minjie Wang Genevera I. Allen 16 1 0 22 Oct 2021
A Random Forest Guided Tour Gérard Biau Erwan Scornet AI4TS 158 2,729 0 18 Nov 2015