Search Results for author: David Buchaca

Found 2 papers, 1 papers with code

Improving Maritime Traffic Emission Estimations on Missing Data with CRBMs

1 code implementation7 Sep 2020 Alberto Gutierrez-Torre, Josep Ll. Berral, David Buchaca, Marc Guevara, Albert Soret, David Carrera

Unfortunately, these models are sensitive to missing or corrupted data, and therefore they need data curation techniques to significantly improve the estimation accuracy.

Stopping Criteria in Contrastive Divergence: Alternatives to the Reconstruction Error

no code implementations20 Dec 2013 David Buchaca, Enrique Romero, Ferran Mazzanti, Jordi Delgado

Restricted Boltzmann Machines (RBMs) are general unsupervised learning devices to ascertain generative models of data distributions.

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