Learning finite-state machines: statistical and algorithmic aspects 

Balle Pigem, Borja de (Data de defensa: 2013-07-12)

The present thesis addresses several machine learning problems on generative and predictive models on sequential data. All the models considered have in common that they can be de ned in terms of nite-state machines. On ...