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Fine Tuning Deep Boltzmann Machines Through Meta-Heuristic Approaches
(2018 Ieee 12th International Symposium On Applied Computational Intelligence And Informatics (saci), 2018-01-01) [Trabalho apresentado em evento]
The Deep learning framework has been widely used in different applications from medicine to engineering. However, there is a lack of works that manage to deal with the issue of hyperparameter fine-tuning, since machine ...
Fine-Tuning Infinity Restricted Boltzmann Machines
(2017 30th Sibgrapi Conference On Graphics, Patterns And Images (sibgrapi), 2017-01-01) [Trabalho apresentado em evento]
Restricted Boltzmann Machines (RBMs) have received special attention in the last decade due to their outstanding results in number of applications, such as face and human motion recognition, and collaborative filtering, ...