Explore the intersection of logic and probabilistic circuits in this illuminating lecture by Guy Van den Broeck from UCLA. Delve into the fundamental concepts and applications of these powerful computational models as part of the Logic and Algorithms in Database Theory and AI Boot Camp. Gain insights into how these circuits combine logical reasoning with probabilistic inference, opening up new possibilities in artificial intelligence and database theory. Discover the potential impact of these techniques on solving complex problems in various domains.
Overview
Syllabus
Logic and Probabilistic Circuits 1
Taught by
Simons Institute