Search Results for author: Pulak Ghosh

Found 2 papers, 0 papers with code

On Learning and Testing of Counterfactual Fairness through Data Preprocessing

no code implementations25 Feb 2022 Haoyu Chen, Wenbin Lu, Rui Song, Pulak Ghosh

Machine learning has become more important in real-life decision-making but people are concerned about the ethical problems it may bring when used improperly.

BIG-bench Machine Learning counterfactual +2

Counterfactual Fairness through Data Preprocessing

no code implementations1 Jan 2021 Haoyu Chen, Wenbin Lu, Rui Song, Pulak Ghosh

Machine learning has become more important in real-life decision-making but people are concerned about the ethical problems it may bring when used improperly.

BIG-bench Machine Learning counterfactual +2

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