Universidade Estadual de Campinas (UNICAMP). Faculdade de Engenharia Elétrica e de Computação (FEEC) (Institutional affiliation from the last research proposal) Birthplace: Brazil
Antonio Pedro de Sousa Vieira in research grants and scholarships supported by FAPESP.
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Singular value decomposition (SVD) is a factorization of a real or complex matrix in the form A = USV*, where U and V are unitary and S is diagonal. SVD exists for every matrix A. This factorization is useful in many cases, such as minimum squares calculation and approximation of A with low rank matrixes. This last technique is largely employed in large-scale matrix processing. Classic me…
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