Search Results for author: José R. Dorronsoro

Found 2 papers, 1 papers with code

Faster SVM Training via Conjugate SMO

1 code implementation19 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.

Auto-adaptative Laplacian Pyramids for High-dimensional Data Analysis

no code implementations26 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.

Clustering Dimensionality Reduction +1

Cannot find the paper you are looking for? You can Submit a new open access paper.