Conference Paper

Proxy Attribute Discovery in Machine Learning Datasets via Inductive Logic Programming
The issue of fairness is a well-known challenge in Machine Learning (ML) that has gained increased importance with the emergence of …
Rafael Gonçalves, Filipe Gouveia, Inês Lynce
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Scalable Knowledge Refactoring Using Constrained Optimisation
Knowledge refactoring compresses logic programs by replacing them with new rules. Current approaches struggle to scale to large …
Minghao Liu, David M. Cerna, Filipe Gouveia, Andrew Cropper
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