[EN] Natural Language Processing problems has recently been benefited for the advances in Deep Learning. Many of these problems can be addressed as a multi-label classification problem. Usually, the metrics used to evaluate ...
Andrés Ferrer, Jesús(Universitat Politècnica de València, 2011-11-28)
In this thesis we present a new estimation algorithm for statistical models which does not incurs in the over-trainning problems. This new estimation techinque, the so-called, constrained domain maximum likelihood estimation ...
Castellano Falcón, David(Universitat Politècnica de València, 2021-07-26)
[ES] En el campo del aprendizaje profundo (Deep Learning), la clasificación de imágenes es una de las tareas más exploradas. Asimismo, dentro de esta tarea hay un subdominio cuya principal característica es la dificultad ...