Incorporating Fairness Constraints into Archetypal Analysis

Aleix Alcacer, Irene Epifanio

Archetypal Analysis (AA) is an unsupervised learning method that represents data as convex combinations of extreme patterns called archetypes. While AA provides interpretable and l…