CHU Delin

Incremental Regularized Least Squares for Dimensionality Reduction of LargeScale Data

Published date : 23 Feb 2016

Over the past few decades, much attention has been drawn to large-scale incremental data analysis, where researchers are faced with huge amount of highdimensional data acquired incrementally. In such a case, conventional algorithms that compute the result from scratch whenever a new sample comes are highly inef-

type
Conference Paper/Poster
journal
SIAM Journal on Scientific Computing 2016
Impact Factor
1.850