Search Results for author: Emili Balaguer-Ballester

Found 2 papers, 0 papers with code

Discovering Causal Relations and Equations from Data

no code implementations21 May 2023 Gustau Camps-Valls, Andreas Gerhardus, Urmi Ninad, Gherardo Varando, Georg Martius, Emili Balaguer-Ballester, Ricardo Vinuesa, Emiliano Diaz, Laure Zanna, Jakob Runge

Discovering equations, laws and principles that are invariant, robust and causal explanations of the world has been fundamental in physical sciences throughout the centuries.

Philosophy

MONCAE: Multi-Objective Neuroevolution of Convolutional Autoencoders

no code implementations7 Jun 2021 Daniel Dimanov, Emili Balaguer-Ballester, Colin Singleton, Shahin Rostami

In this paper, we present a novel neuroevolutionary method to identify the architecture and hyperparameters of convolutional autoencoders.

Image Classification Image Compression +1

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