For more information about Stanford's Artificial Intelligence professional and graduate programs visit: [ Ссылка ]

Associate Professor Percy Liang
Associate Professor of Computer Science and Statistics (courtesy)
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Assistant Professor Dorsa Sadigh
Assistant Professor in the Computer Science Department & Electrical Engineering Department
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To follow along with the course schedule and syllabus, visit:
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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

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