Hey! I'm Mátyás [ˈmaːcaːʃ]

I'm a second-year PhD student in Machine Learning at the University of Trento , and Fondazione Bruno Kessler . Supervised by Bruno Lepri and Giovanni Iacca , I work on modularity and mixtures-of-mixtures. I deeply care about developing AI that is transparent and accessible for the masses beyond the hype.

Updates

• [05/26]: Visiting Michiel Bakker 's group in MIT 🚀
• [02/26]: ISCRA project accepted at CINECA (A100s go brrr)
• [01/26]: Driving license secured ✅
• [05/25]: ISCRA project accepted at CINECA (A100s go brrr)
• [03/25]: Attended ALPS 2025 winter school in Aussois, France
• [02/25]: Attended AAAI 2025 conference in Philadelphia, USA
• [12/24]: Paper accepted at AAAI 2025 conference
• [07/24]: Got 1st place at the Interpretable Control Competition - Gecco 2024

Publications see all

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  A benchmark of expert-level academic questions to assess AI capabilities (Humanity’s Last Exam)

  Center for AI Safety, Scale AI, HLE Contributors Consortium

  @ Nature |

  • Paper
  • Website
• 

  SMoSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks

  M. Vincze, L. Ferrarotti, L. L. Custode, B. Lepri, G. Iacca

  @ AAAI |

  • Paper
  • Code
  • Twitter

  • Poster