Convex Formulations for Fair Principal Component Analysis

11 Feb 2018Matt OlfatAnil Aswani

Though there is a growing body of literature on fairness for supervised learning, the problem of incorporating fairness into unsupervised learning has been less well-studied. This paper studies fairness in the context of principal component analysis (PCA)... (read more)

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