The KL-Divergence Between a Graph Model and its Fair I-Projection as a Fairness Regularizer

Maarten Buyl, Tijl De Bie. The KL-Divergence Between a Graph Model and its Fair I-Projection as a Fairness Regularizer. In Nuria Oliver, Fernando Pérez-Cruz, Stefan Kramer, Jesse Read, José Antonio Lozano, editors, Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part II. Volume 12976 of Lecture Notes in Computer Science, pages 351-366, Springer, 2021. [doi]

Abstract

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