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.