Zoom Talk: Felix Weitkämper (LMU)
Please contact firstname.lastname@example.org for the password.
First-order probability logic and statistical relational artificial intelligence
Starting with a general introduction to statistical relational artificial intelligence (StarAI), I will continue to show how analysing StarAI frameworks under the lens of first-order logics of probability can help us to approach two interlinked problems, which have recently garnered much attention in the field of statistical relational AI:
(1) How can one apply statistical relational methods on large domains given the high complexity of learning and inference?
(2) How can parameters learned on one domain be transferred to a domain of different size?