1 code implementation • 19 Mar 2020 • Alberto Torres-Barrán, Carlos Alaíz, José R. Dorronsoro
We propose an improved version of the SMO algorithm for training classification and regression SVMs, based on a Conjugate Descent procedure.
no code implementations • 26 Nov 2013 • Ángela Fernández, Neta Rabin, Dalia Fishelov, José R. Dorronsoro
Non-linear dimensionality reduction techniques such as manifold learning algorithms have become a common way for processing and analyzing high-dimensional patterns that often have attached a target that corresponds to the value of an unknown function.