Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Probabilistic Circuits

Probabilistic AI School via YouTube

Overview

Explore the world of Probabilistic Circuits in this comprehensive 2-hour and 36-minute lecture by Antonio Vergari, presented at the Nordic Probabilistic AI School (ProbAI) 2024. Dive deep into the fundamental concepts and applications of probabilistic circuits, a powerful framework for reasoning under uncertainty in artificial intelligence. Learn how these circuits combine the expressiveness of probabilistic models with the efficiency of circuit representations. Discover practical implementations and cutting-edge research in this field. Access supplementary materials on GitHub to enhance your understanding and apply the concepts learned. This lecture, expertly edited by David Baumgartner, provides a solid foundation for researchers, students, and practitioners interested in advancing their knowledge of probabilistic AI techniques.

Syllabus

Probabilistic Circuits by Antonio Vergari

Taught by

Probabilistic AI School

Reviews

Start your review of Probabilistic Circuits

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.