The truncatedSVD as a method for regularization

Matrix computations

1983 • 31,414 citations

Solving Least Squares Problems

1995 • 7,093 citations

Generalized Inverses: Theory and Applications

1976 • 4,620 citations

Computer methods for mathematical computations

1977 • 2,713 citations

Solution of incorrectly formulated problems and the regularization method

1963 • 2,355 citations

A Technique for the Numerical Solution of Certain Integral Equations of the First Kind

1962 • 2,001 citations

Perturbation bounds in connection with singular value decomposition

1972 • 496 citations

The generalized eigenstructure problem in linear system theory

1981 • 473 citations

Forsythe, G. E. / Malcolm, M. A. / Moler, C. B., Computer Methods for Mathematical Computations. Englewood Cliffs, New Jersey 07632. Prentice Hall, Inc., 1977. XI, 259 S

1979 • 434 citations

Perturbation theory for pseudo-inverses

1973 • 323 citations

Algorithms for the regularization of ill-conditioned least squares problems

1977 • 304 citations

Singular value decomposition and improved frequency estimation using linear prediction

1982 • 241 citations

A Numerical Method for Solving Fredholm Integral Equations of the First Kind Using Singular Values

1971 • 197 citations

Rank degeneracy and least squares problems

1976 • 184 citations

A Practical Examination of Some Numerical Methods for Linear Discrete Ill-Posed Problems

1979 • 155 citations

On the Numerical Solution of Ill-Conditioned Linear Systems with Applications to Ill-Posed Problems

1973 • 155 citations

Generalized Inverses (Theory And Applications) (Adi Ben-Israel and Thomas N. E. Greville)

1976 • 138 citations

Mathematical problems of computerized tomography

1983 • 124 citations

Computation of supremal (A,B)-invariant and controllability subspaces

1978 • 88 citations

Rosetak Document 4: Rank Degeneracies and Least Square Problems

1977 • 28 citations

The Numerical Solution of a Non-Characteristic Cauchy Probelm for a Parabolic Equation

1983 • 24 citations

An SVD analysis of linear algebraic equations derived from first kind integral equations

1985 • 14 citations

On the almost rank deficient case of the least squares problem

1973 • 13 citations

Numerical inversion of the Radon transform

1978 • 8 citations