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lucacorbucci/README.md

Hello There, I'm Luca Corbucci.

Website โ€ข Mastodon โ€ข Linkedin โ€ข Bluesky โ€ข Scholar

๐Ÿ‘จ๐Ÿปโ€๐Ÿ’ป About Me

  • ๐Ÿ’ป I am a postdoctoral researcher at the MT Unit of FBK in Trento. I am working on Multimodal LLMs.
  • ๐Ÿง‘๐Ÿปโ€๐ŸŽ“ I hold a PhD in Computer Science from the University of Pisa. My research focused on AI Safety, with a specific emphasis on creating more private and fair Federated Learning systems.
  • ๐Ÿ’ผ During my PhD, I spent a year as a research intern at Telefรณnica Research in Barcelona, Spain ๐Ÿ‡ช๐Ÿ‡ธ.
  • ๐Ÿƒ I'm interested in working on research projects involving the safety of AI systems to build a more responsible future.
  • ๐Ÿ‘จโ€๐Ÿ’ป I have a BSc and an MSc in Computer Science and spent a semester at the Technical University of Munich ๐Ÿ‡ฉ๐Ÿ‡ช during my master's, thanks to the Erasmus+ Program
  • ๐ŸŽ™ I'm the co-founder and the co-host of PointerPodcast. The podcast is available on Apple Podcast, Spotify, Google Podcast and RSS. The podcast is in Italian ๐Ÿ‡ฎ๐Ÿ‡น and we have published more than 280 episodes
  • ๐Ÿฆธโ€โ™‚๏ธ I'm the co-founder of Superhero Valley and Pisa.dev

๐Ÿง  Research Focus

  • Multimodal LLMs
  • AI Safety
  • Privacy-Preserving Machine Learning
  • Federated Learning
  • Fairness in Machine Learning

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  1. PUFFLE PUFFLE Public

    Code for the paper "PUFFLE: Balancing Privacy, Utility, and Fairness in Federated Learning" by L. Corbucci, M. A. Heikkilรค, D.S. Noguero, A. Monreale, N. Kourtellis.

    Python 7

  2. fastshap_plusplus fastshap_plusplus Public

    Code for the paper "Differentially Private FastSHAP for Federated Learning Model Explainability"

    Jupyter Notebook 3 1

  3. fire360 fire360 Public

    A comprehensive and fast local explanation approach tailored for tabular data.

    Jupyter Notebook

  4. FlowerFLTemplate FlowerFLTemplate Public template

    Python 1

  5. ChatterBox ChatterBox Public

    ๐ŸŽ“ "Operating System" Project (2016-17). Bachelor Degree in Computer Science @ University of Pisa.

    C 3