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cs.DS2025

Efficient Algorithms for Verifying Kruskal Rank in Sparse Linear Regression and Related Applications

Fengqin Zhou

We present novel algorithmic techniques to efficiently verify the Kruskal rank of matrices that arise in sparse linear regression, tensor decomposition, and latent variable models.…