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16 maggio 2022: Felix Weitkämper: Statistical relational artificial intelligence and first-order logics of probability

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Luci Lunch Seminars - Spring 2022 Series - a cura del Logic Group del Dipartimento di Filosofia "Piero Martinetti"

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

16 maggio 2022
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