Robust Matrix Factorization

Robust Truncated Decomposition (Robust Truncated SVD)

Robust version of truncated SVD that, before retaining the k largest singular values, applies a cleaning or weighting procedure to mitigate the effect of noise and extreme points on the retained components.

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