EBL-Deduction Based Learning Advantage

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EBL-Deduction Based LearningAdvantage
Disadvantage
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Induction Based Learning
CUP
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Deduction Based Learning


CUP

(optical)
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EBL-Deduction Based Learning

• Advantage
• Make use of human knowledge more efficiently
• Free from a large training set
• More precise

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EBL-Deduction Based Learning

• Disadvantage
• Greatly dependent on the correctness of knowledge
• Greatly dependent on the maturity of human
  recognition field

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An Example
?
CUP



(optical)
(optical)
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How to Solve the Problem?

• Theory-guided generalization of examples
• Example-guided reformulation of theories
• Add some inductions to EBL?

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Add some inductions to EBL?
CUP


Training
CUP



(optical)
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Thanks!