Munich Center for Mathematical Philosophy (MCMP)

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Zoom Talk: Felix Weitkämper (LMU)

Meeting ID: 925-6562-2309

29.10.2020 16:00  – 18:00 

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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?