GKB-FP: an algorithm for large-scale discrete ill-posed problems

LSQR: An Algorithm for Sparse Linear Equations and Sparse Least Squares

Christopher C. Paige, Michael A. Saunders · ACM Transactions on Mathematical Software · 1982 · 4.4K citations · Full text

Computing, Computer Science, Algorithms +11

Generalized Cross-Validation as a Method for Choosing a Good Ridge Parameter

Gene H. Golub, Michael T. Heath, Grace Wahba · Technometrics · 1979 · 3.8K citations

Computing, Biostatistics, Data Science +11

The Use of the L-Curve in the Regularization of Discrete Ill-Posed Problems

Per Christian Hansen, Dianne P. O’Leary · SIAM Journal on Scientific Computing · 1993 · 3.1K citations

Natural Sciences, Computer Science, Finite Element Analysis +13

Solution of incorrectly formulated problems and the regularization method

А. Н. Тихонов · Medical Entomology and Zoology · 1963 · 2.4K citations

Natural Sciences, Mathematics, Optimization +8

Calculating the Singular Values and Pseudo-Inverse of a Matrix

Gene H. Golub, W. Kahan · Journal of the Society for Industrial and Applied Mathematics Series B Numerical Analysis · 1965 · 1.8K citations

Computing, Computer Science, Mathematics +14