cs 561, sessions 28 1 uncertainty probability syntax semantics inference rules
Post on 22-Dec-2015
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CS 561, Sessions 28 1
Uncertainty
• Uncertainty• Probability• Syntax• Semantics• Inference rules
CS 561, Sessions 28 2
Uncertainty
CS 561, Sessions 28 3
Methods for handling uncertainty
CS 561, Sessions 28 4
Probability
CS 561, Sessions 28 5
Making decisions under uncertainty
CS 561, Sessions 28 6
Axioms of probability
CS 561, Sessions 28 7
Syntax
CS 561, Sessions 28 8
Syntax
CS 561, Sessions 28 9
Syntax
CS 561, Sessions 28 10
Conditional probability
CS 561, Sessions 28 11
Bayes’ rule
CS 561, Sessions 28 12
Normalization
CS 561, Sessions 28 13
Conditioning
CS 561, Sessions 28 14
Full joint distributions
CS 561, Sessions 28 15
Full joint distribution
CS 561, Sessions 28 16
Inference from joint distributions