Accelerating Spectral Clustering under Fairness Constraints

Francesco Tonin, Alex Lambert, Johan A. K. Suykens +1

Fairness of decision-making algorithms is an increasingly important issue. In this paper, we focus on spectral clustering with group fairness constraints, where every demographic g…