Concatenated Matrix SVD: Compression Bounds, Incremental Approximation, and Error-Constrained Clustering

Maksym Shamrai

Large collections of matrices arise throughout modern machine learning, signal processing, and scientific computing, where they are commonly compressed by concatenation followed by…