Fair Laplace: A unified framework for fair spectral clustering

Zhijing Yang, Hui Zhang, Chunming Yang, Bo Li, Xujian Zhao, Yin Long

Abstract: Highlights•Algorithmic fairness in spectral clustering.•Fair spectral clustering under different definitions.•Application of Laplace matrices to spectral clustering.•Ensuring individual and group fairness in spectral clustering.