Incremental Online Learning in High Dimensions

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Title:	Incremental Online Learning in High Dimensions
Authors:	Vijayakumar, Sethu D'Souza, Aaron Schaal, Stefan
Issue Date:	Dec-2005
Journal Title:	Neural Computation
Volume:	17
Page Numbers:	2602-2634
Publisher:	MIT Press
Abstract:	Locally weighted projection regression (LWPR) is a new algorithm for incremental non-linear function approximation in high dimensional spaces with redundant and irrelevant input dimensions. At its core
Keywords:	Online learning
URI:	http://homepages.inf.ed.ac.uk/svijayak/publications/vijayakumar-NeuCom2005.pdf http://hdl.handle.net/1842/3698
Appears in Collections:	Informatics Publications