Alternatives to the Laplacian for Scalable Spectral Clustering with Group Fairness Constraints

Iván Ojeda-Ruiz, Young Ju Lee, Malcolm Dickens +1

Recent research has focused on mitigating algorithmic bias in clustering by incorporating fairness constraints into algorithmic design. Notions such as disparate impact, community…