Cassio de Campos

Cassio de Campos

(Full) Professor

Eindhoven University of Technology

Cassio de Campos obtained his degrees from the University of Sao Paulo (Brazil) in Computer Science and Mechatronics. He is a Senior Member of ACM and board member of AUAI. His habilitation and doctorate theses were carried out on the topic of Uncertainty in Artificial Intelligence, in particular related to robust and interpretative machine learning models. He works on foundations of artificial intelligence and machine learning, including probabilistic generative models, imprecise probability, and computational complexity. Cassio has worked in multiple countries and universities since 2001, and he is currently a full professor in Cautious AI at TU Eindhoven, The Netherlands. Cassio has published more than 140 scientific papers, supervised numerous students and more than 10 PhDs. He is active in multiple research projects with Dutch NWO and EU funding. He served as reviewer and panelist of multiple research foundations and senior committee/senior area chair of major AI/ML conferences, as well as area editor of IJAR and senior associate editor of ACM Transactions on Probabilistic ML. He organised multiple events including ISIPTA, PGM and UAI, and is appointed general (co-)chair of ECMLPKDD 2027.

Interests

  • Probabilistic Graphical Models
  • Imprecise Probabilities
  • Generative Models
  • Computational Complexity
  • Causality
  • Robustness
  • Algorithmic Efficiency
  • Interpretability

Education

  • Habilitation in Artificial Intelligence, 2013

    Institute of Mathematics and Statistics, University of Sao Paulo

  • PhD in Mechatronics, 2006

    Engineering School, University of Sao Paulo

  • 2-year MSc in Computer Science, 2001

    Institute of Mathematics and Statistics, University of Sao Paulo

  • 4-year BSc in Computer Science, 1999

    Institute of Mathematics and Statistics, University of Sao Paulo