SVD upper band

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An SVD upper band refers to a specific format in Singular Value Decomposition, where non-zero elements are found above the diagonal matrix. This arrangement allows for efficient computation and representation of the original data, with the advantage of preserving the rank of the input matrix. It is commonly applied in data analysis and machine learning algorithms for dimensionality reduction.