Causal Feature Selection for Responsible Machine Learning

Causal Feature Selection for Responsible Machine Learning

5 February 2024

Saketh Vishnubhatla

Huan Liu

Papers citing "Causal Feature Selection for Responsible Machine Learning"

6 / 6 papers shown

Title
Fair Causal Feature Selection Zhaolong Ling Jingxuan Wu Peng Zhou Xingyu Wu Kui Yu Xindong Wu FaML 22 1 0 17 Jun 2023
Towards a responsible machine learning approach to identify forced labor in fisheries Rocío Joo Gavin G. McDonald Nathan A. Miller D. Kroodsma Courtney M Farthing D. Belhabib Timothy Hochberg 10 4 0 03 Feb 2023
Domain Generalization -- A Causal Perspective Paras Sheth Raha Moraffah K. S. Candan A. Raglin Huan Liu CML OOD 42 17 0 30 Sep 2022
Instance-wise Causal Feature Selection for Model Interpretation Pranoy Panda Sai Srinivas Kancheti V. Balasubramanian CML 42 16 0 26 Apr 2021
Explaining Visual Models by Causal Attribution Álvaro Parafita Jordi Vitrià CML FAtt 56 35 0 19 Sep 2019
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 296 4,203 0 23 Aug 2019