Search Results for author: Maheep Chaudhary

Found 2 papers, 0 papers with code

Towards Trustworthy and Aligned Machine Learning: A Data-centric Survey with Causality Perspectives

no code implementations31 Jul 2023 Haoyang Liu, Maheep Chaudhary, Haohan Wang

Accordingly, this survey presents the background of trustworthy machine learning development using a unified set of concepts, connects this language to Pearl's causal hierarchy, and finally discusses methods explicitly inspired by causality literature.

Adversarial Robustness Fairness

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