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Direct Robust Matrix Factorization

Document Type: Paper
Tags: robust, matrix factorization, anomaly detection, L0

Matrix factorization methods are extremely useful in many data mining tasks, yet their performances are often degraded by outliers. In this paper, we propose a novel robust matrix factorization algorithm that is insensitive to outliers. We directly formulate robust factorization as a matrix appr...