This book provides an introduction to matrix theory and aims to provide a clear and concise exposition of the basic ideas, results and techniques in the subject. Complete proofs are given, and no ...

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Abstract: By considering the square root of a matrix as being a special case of a matrix Riccati-type equation, a fast economical algorithm is developed as a stable generalization of the process given ...

Abstract: As the Netflix Prize competition has demonstrated, matrix factorization models are superior to classic nearest neighbor techniques for producing product recommendations, allowing the ...