Fast and Stable Multivariate Kernel Density Estimation by Fast Sum Updating
Work
Year: 2018
Type: article
Abstract: Kernel density estimation and kernel regression are powerful but computationally expensive techniques: a direct evaluation of kernel density estimates at $M$ evaluation points given $N$ input sample p... more
Authors Nicolas Langrené, Xavier Warin
Institutions Health Sciences and Nutrition, Commonwealth Scientific and Industrial Research Organisation, Data61
Cites: 53
Cited by: 19
Related to: 10
FWCI: 2.568
Citation percentile (by year/subfield): 100
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green