Re:Machine Learning: Curse of Dimensionality
by codingbinary on Wednesday August 05, 2015 @01:45PM
(#10011474)
You can get around the curse a little bit by using shared nearest-neighbor methods, but that only helps you a little bit.
Although, the curse of dimensionality is no precise. The real problem is due to intrinsic dimensionality. There's a nice paper on how to estimate it http://www.nii.ac.jp/TechReports/14-001E.pdf
Although, the curse of dimensionality is no precise. The real problem is due to intrinsic dimensionality. There's a nice paper on how to estimate it http://www.nii.ac.jp/TechReports/14-001E.pdf