Hi! I'm Mátyás [ˈmaːcaːʃ]

I'm a second-year PhD student in Machine Learning at the University of Trento , also affiliated with Fondazione Bruno Kessler . Under the guidance of my supervisors, Bruno Lepri and Giovanni Iacca , I'm exploring the areas of module learning and mixtures-of-mixtures. My current focus is on developing deep learning architectures that leverage cooperative principles to enhance both training efficiency and generalization in RL and LM.

Updates

• [05/2025]: ISCRA project accepted at CINECA for GPU access
• [03/2025]: Attended ALPS 2025 in Aussois, France
• [02/2025]: Attended AAAI 2025 in Philadelphia, USA
• [12/2024]: Paper accepted at AAAI 2025
• [07/2024]: 1st place at the Interpretable Control Competition - Gecco 2024
• [06/2024]: ISCRA project accepted at CINECA for GPU access

Publications see all

• 

  Humanity’s Last Exam

  L. Phan, A. Gatti, Z. Han, N. Li, et al.

  @ arxiv|

  • 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

Blog posts see all