Spyridon Pougkakiotis

Efficient KLMS and KRLS algorithms: A random fourier feature perspective

2016

We present a new framework for online Least Squares algorithms for nonlinear modeling in RKH spaces (RKHS). Instead of implicitly mapping the data to a RKHS (e.g., kernel trick), we map the data to a …