Faster Kernel Ridge Regression Using Sketching and Preconditioning
Work
Year: 2017
Type: article
Abstract: Kernel ridge regression is a simple yet powerful technique for nonparametric regression whose computation amounts to solving a linear system. This system is usually dense and highly ill-conditioned. I... more
Institutions Tel Aviv University, IBM Research - Almaden
Cites: 14
Cited by: 93
Related to: 10
FWCI: 9.807
Citation percentile (by year/subfield): 91.19
Subfield: Computational Mechanics
Field: Engineering
Domain: Physical Sciences
Sustainable Development Goal Climate action
Open Access status: green
Grant ID FA8750-12-C-0323