Incremental Local Gaussian Regression

Franziska Meier, Philipp Hennig, Stefan Schaal

Neural Information Processing Systems 

Locally weighted regression (LWR) was created as a nonparametric method that can approximate a wide range of functions, is computationally efficient, and can learn continually from very large amounts of incrementally collected data.

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