Noel Lopes
Polytechnic of Guarda, Portugal
Biography
Noel Lopes is Professor at the Polytechnic of Guarda, Portugal and a Researcher at CISUC – University of Coimbra, Portugal. Currently, he is focused on extracting information from large repositories and streams of data, using supervised, unsupervised and semi-supervised machine learning algorithms. Accordingly, a line of research being pursued, consists of developing parallel Graphics Processing Unit (GPU) implementations of machine learning algorithms with the objective of decreasing substantially the time required to execute them, providing the means to study larger datasets.
Abstract
Abstract : GPUMLib Framework: Using the GPU to Empower Machine Learning Research