ast Monte Carlo Algorithms for Finding Low Rank Approximations ALAN FRIEZE Carnegie Mellon University RAVI KANNAN Yale University and SANTOSH VEMPALA M I T We consider the problem of approximating a given m n matrix A by another matrix of specified rank k which is smaller than m and n The Singular Value Decomposition SVD can be used to find the bes...
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