Bolaños Solà, Marc (Date of defense: 2021-04-09)
The world of Machine Learning and Computer Vision has experienced a revolution since the last years. The appearance of Deep Learning algorithms and Convolutional Neural Networks, altogether with the ...
Sánchez López, Borja (Date of defense: 2022-11-22)
[eng] Many times machine learning is casted as an optimization problem. This is the case when an objective function assesses the success of an agent in a certain task and hence, learning is accomplished ...
Mena Roldán, José (Date of defense: 2020-12-15)
Currently, thanks to the Big Data boom, the excellent results obtained by deep learning models and the strong digital transformation experienced over the last years, many companies have decided to ...
Brando Guillaumes, Axel (Date of defense: 2022-07-18)
Nowadays, we live in an intrinsically uncertain world from our perspective. We do not know what will happen in the future but, to infer it, we build the so-called models. These models are abstractions ...