Browsing by Author "Creus Botella, Guillermo"

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    • Exploring Machine Learning Advances in Finance 

      Creus Botella, Guillermo (Universitat Politècnica de Catalunya, 2021-01-12)
      Bachelor thesis
      Open Access
      Covenantee:   Hong Kong University of Science and Technology
      No és un misteri que l’aprenentatge automàtic ha revolucionat la forma en que els humans analitzem dades. No obstant, a l’hora de tractar dades tan complexes com les trobades al mercat de valors, encara no s’han aconseguit ...

    • Exploring NLP techniques to label descriptions of products 

      Creus Botella, Guillermo (Universitat Politècnica de Catalunya, 2023-01-26)
      Master thesis
      Restricted access - confidentiality agreement
      There is no doubt that Transformers have revolutionized the field of Natural Language Processing (NLP). In 2017, by replacing convolutions and recurrence with attention mechanisms, they achieved State of the art in a number ...