Search Results for author: Jinduo Liu

Found 1 papers, 0 papers with code

Path-specific Causal Fair Prediction via Auxiliary Graph Structure Learning

no code implementations29 Sep 2021 Liuyi Yao, Yaliang Li, Bolin Ding, Jingren Zhou, Jinduo Liu, Mengdi Huai, Jing Gao

To tackle these challenges, we propose a novel casual graph based fair prediction framework, which integrates graph structure learning into fair prediction to ensure that unfair pathways are excluded in the causal graph.

Fairness Graph structure learning

Cannot find the paper you are looking for? You can Submit a new open access paper.