Browsing by Author "Castaño Fernández, Joel"Més informació

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    • A greenability evaluation sheet for AI-based systems 

      Castaño Fernández, Joel (Universitat Politècnica de Catalunya, 2023-06-26)
      Bachelor thesis
      Open Access
      El auge de los sistemas de machine learning (ML), la mejora de sus capacidades y el mayor tamaño de los sistemas, ha incrementado el impacto medioambiental de los modelos ML. Sin embargo, la información sobre cómo se mide, ...

    • Exploring the carbon footprint of Hugging Face's ML models: a repository mining study 

      Castaño Fernández, Joel; Martínez Fernández, Silverio Juan; Franch Gutiérrez, Javier; Bogner, Justus (Institute of Electrical and Electronics Engineers (IEEE), 2023)
      Conference report
      Open Access
      Background: The rise of machine learning (ML) systems has exacerbated their carbon footprint due to increased capabilities and model sizes. However, there is scarce knowledge on how the carbon footprint of ML models is ...