Causality-based Feature Selection: Methods and Evaluations

17 November 2019

Papers citing "Causality-based Feature Selection: Methods and Evaluations"

5 / 5 papers shown

Title
Knoop: Practical Enhancement of Knockoff with Over-Parameterization for Variable Selection Xiaochen Zhang Yunfeng Cai Haoyi Xiong 47 0 0 28 Jan 2025
Selecting Robust Features for Machine Learning Applications using Multidata Causal Discovery S. SaranyaGanesh Tom Beucler Frederick Iat-Hin Tam Milton S. Gomez Jakob Runge Andreas Gerhardus 18 4 0 11 Apr 2023
MACFE: A Meta-learning and Causality Based Feature Engineering Framework Iván Reyes-Amezcua Daniel Flores-Araiza G. Ochoa-Ruiz Andres Mendez-Vazquez Eduardo Rodriguez-Tello OOD 14 1 0 08 Jul 2022
Causal Learner: A Toolbox for Causal Structure and Markov Blanket Learning Zhaolong Ling Kui Yu Yiwen Zhang Lin Liu Jiuyong Li CML 23 28 0 11 Mar 2021
Multi-label Causal Variable Discovery: Learning Common Causal Variables and Label-specific Causal Variables Xingyu Wu Bingbing Jiang Yan Zhong Huanhuan Chen CML 13 3 0 09 Nov 2020