Structured Machine Learning Group

Welcome to the website of the Structured Machine Learning Group at the University of Trento, Italy.

The SML group carries out research on different topics of theoretical and applied Machine Learning, with a focus on domains characterized by complex structures like sequences, trees, graphs and relational knowledge bases. Our main research activities involve combining statistical and symbolic approaches to learning, by integrating logic and constraint programming with statistical learning approaches. Active areas include structured-output prediction, learning to optimize, reasoning and learning in hybrid domains, constructive preference elicitation and bioinformatics applications. See here for more details on our research.

News

  • September 28, 2020
    We have a paper accepted at NeurIPS 2020!
  • May 20, 2020
    We have a paper accepted at IJCAI-PRICAI 2020!
  • May 20, 2020
    We have a paper accepted at ECAI 2020!
  • December 20, 2019
    We have a paper accepted at AAAI 2020!
  • May 03, 2019
    We have a paper accepted at IJCAI 2019!
  • March 03, 2019
    We have a paper accepted at UBICOMP 2019!
  • July 10, 2018
    We have a paper accepted at RECSYS 2018!
  • June 15, 2018
    We have a paper accepted at ECMLPKDD 2018!