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

• [01/2026]: I'll be visiting MIT for 3 months starting May 2026 🚀
• [01/2026]: Driving license secured ✅
• [05/2025]: ISCRA project accepted at CINECA (A100s go brrr)
• [03/2025]: Attended ALPS 2025 winter school in Aussois, France
• [02/2025]: Attended AAAI 2025 conference in Philadelphia, USA
• [12/2024]: Paper accepted at AAAI 2025 conference
• [07/2024]: 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