Machine Learning

Machine Learning  is one of the backbones that articulates the research activities of the G2PI. Since the foundation of the group, we have been a reference in Spain as early adopters and developers of cutting edge machine learning technologies, such as neural networks in the early 90's, kernel methods (SVMs, Gaussian Processes, Spectral clustering) since the late 90's, boosting and ensembles of committees since the early 2000s and the current bayesian inference methods and multivariate analysis.
 
The research activities of G2PI can be classified in the following lines: