Random Projections for Linear Support Vector Machines
Fast Monte Carlo Algorithms for Matrices II: Computing a Low-Rank Approximation to a Matrix
Fast Monte Carlo Algorithms for Matrices I: Approximating Matrix Multiplication
Near Optimal Column-Based Matrix Reconstruction
SIAM Journal on Computing
2011 IEEE 52nd Annual Symposium on Foundations of Computer Science
ACM Transactions on Knowledge Discovery from Data
Michael W. Mahoney
Ravi Kannan
Malik Magdon-Ismail
Christos Boutsidis
Saurabh Paul
Matrix Sketching Over Sliding Windows
Continuous matrix approximation on distributed data