2023
Scalable Spectral Clustering with Group Fairness Constraints
AISTATS 2023poster
There are synergies of research interests and industrial efforts in modeling fairness and correcting algorithmic bias in machine learning. In this paper, we present a scalable algorithm for spectral clustering (SC) with group fairness constraints. Group fairness is also known as statistical parity w…