Our Lunch Seminar series continues on Monday, May 16th! Our speaker will be Felix Weitkämper( LMU Munich) who will give a talk on Statistical relational artificial intelligence and first-order logics of probability

Abstract:

After a general introduction to both components of the title, we will see how the lens of first-order logics of probability can suggest approaches to two interlinked problems in statistical relational AI, both of which have recently garnered much attention in the field:

(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?

(*) How can one reconcile these priorities with expressivity and a natural syntax and semantics?

The Zoom link is available upon request at logic.unimi@gmail.com