16 maggio 2022: Felix Weitkämper: Statistical relational artificial intelligence and first-order logics of probability
Felix Weitkämper (LMU Munich)
Statistical relational artificial intelligence and first-order logics of probability
16 maggio 2022: Piattaforma Zoom, ore 13:00-15:00 (Milan time).
In order to obtain the link for the webinar, please write to: logic.unimi@gmail.com
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?
La conferenza si terrà in inglese.
La partecipazione alla conferenza è fortemente consigliata agli allievi della Scuola di Dottorato in Filosofia e Scienze dell’Uomo e della Scuola di Dottorato di Mente, Cervello e Ragionamento.
La partecipazione è aperta a tutti gli interessati.
ORGANIZERS
The Logic Group, Department of Philosophy, University of Milan - luci.unimi.it