Structured Machine Learning Group

Weighted Model Integration


Weighted Model Integration is a method for solving inference problems over arbitrary probabilistic models over constrained domains.

Constructive Preference Elicitation


Constructive preference elicitation is a technique for learning user preference models over combinatorial domains.

Learning Modulo Theories


Learning Modulo Theories is a machine learning framework to perform discriminative structured-output prediction over hybrid constrained domains.