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Logic and Probabilistic Circuits - Lecture 1

Offered By: Simons Institute via YouTube

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Logic Courses Artificial Intelligence Courses Machine Learning Courses Algorithms Courses Probabilistic Circuits Courses

Course Description

Overview

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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.

Syllabus

Logic and Probabilistic Circuits 1


Taught by

Simons Institute

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