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Information Theory of Deep Learning - Naftali Tishby

Information Theory of Deep Learning - Naftali Tishby

Stanford Online via YouTube Direct link

Finite Samples

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Finite Samples

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Information Theory of Deep Learning - Naftali Tishby

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  1. 1 Introduction
  2. 2 Neural Networks
  3. 3 Information Theory
  4. 4 Neural Network
  5. 5 Mutual Information
  6. 6 Information Paths
  7. 7 Questions
  8. 8 Typical Patterns
  9. 9 Cardinality
  10. 10 Finite Samples
  11. 11 Optimal Compression

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