Search Results for author: Luis Marti

Found 2 papers, 0 papers with code

Compact Encoding of Words for Efficient Character-level Convolutional Neural Networks Text Classification

no code implementations ICLR 2018 Wemerson Marinho, Luis Marti, Nayat Sanchez-pi

This paper puts forward a new text to tensor representation that relies on information compression techniques to assign shorter codes to the most frequently used characters.

General Classification text-classification +1

Averaged Hausdorff Approximations of Pareto Fronts based on Multiobjective Estimation of Distribution Algorithms

no code implementations26 Mar 2015 Luis Marti, Christian Grimme, Pascal Kerschke, Heike Trautmann, Günter Rudolph

Therefore, we propose a postprocessing strategy which consists of applying the averaged Hausdorff indicator to the complete archive of generated solutions after optimization in order to select a uniformly distributed subset of nondominated solutions from the archive.

Multiobjective Optimization

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