Some applications of the rank revealing QR factorization

Parallel implementation of the Kronecker product technique for numerical solution of parabolic partial differential equations

Parallel Computing

Computing rank-revealing QR factorizations of dense matrices

ACM Transactions on Mathematical Software (TOMS)

Smoothed analysis of algorithms: Why the simplex algorithm usually takes polynomial time

Journal of the ACM (JACM)

Unsupervised feature selection for principal components analysis

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining

Clustered subset selection and its applications on it service metrics

Proceedings of the 17th ACM conference on Information and knowledge management

An improved approximation algorithm for the column subset selection problem

SODA '09 Proceedings of the twentieth Annual ACM-SIAM Symposium on Discrete Algorithms

A Randomized Algorithm for Principal Component Analysis

SIAM Journal on Matrix Analysis and Applications

Column subset selection for active learning in image classification

Neurocomputing

A black box method for solving the complex exponentials approximation problem

Digital Signal Processing

Algorithm 933: Reliable calculation of numerical rank, null space bases, pseudoinverse solutions, and basic solutions using suitesparseQR

ACM Transactions on Mathematical Software (TOMS)

A note on sparse least-squares regression

Information Processing Letters

Column Subset Selection Problem is UG-hard

Journal of Computer and System Sciences