Скачать или смотреть Bayesian Networks 4 - Probabilistic Inference | Stanford CS221: AI (Autumn 2021)

For more information about Stanford's Artificial Intelligence professional and graduate programs visit: https://stanford.io/ai

Associate Professor Percy Liang
Associate Professor of Computer Science and Statistics (courtesy)
https://profiles.stanford.edu/percy-l...

Assistant Professor Dorsa Sadigh
Assistant Professor in the Computer Science Department & Electrical Engineering Department
https://profiles.stanford.edu/dorsa-s...

To follow along with the course schedule and syllabus, visit:
https://stanford-cs221.github.io/autu...

0:00 Introduction
0:06 Bayesian networks: probabilistic inference
0:12 Review: Bayesian network
1:31 Review: probabilistic inference
2:17 Reduction to Markov networks
4:57 Conditioning on evidence
8:11 Leveraging additional structure: unobserved leaves
11:51 Leveraging additional structure: independence
14:08 Summary