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Information Flow and Deep Representation Learning

Information Flow and Deep Representation Learning

Open Data Science via YouTube Direct link

Introduction

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Introduction

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Information Flow and Deep Representation Learning

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  1. 1 Introduction
  2. 2 Agenda
  3. 3 Perception tasks
  4. 4 Representation learning
  5. 5 Black boxes
  6. 6 Feature engineering
  7. 7 Information plan
  8. 8 Rafts
  9. 9 Bottom Line
  10. 10 Nuisance
  11. 11 Exceptions
  12. 12 Entanglement
  13. 13 Total Correlation
  14. 14 Geometric Clustering
  15. 15 Representation Space
  16. 16 Recap

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