Networks that Adapt to Intrinsic Dimensionality Beyond the Domain

Networks that Adapt to Intrinsic Dimensionality Beyond the Domain

Inside Livermore Lab via YouTube Direct link

Introduction

1 of 21

1 of 21

Introduction

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Classroom Contents

Networks that Adapt to Intrinsic Dimensionality Beyond the Domain

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  1. 1 Introduction
  2. 2 Speaker Introduction
  3. 3 Overview
  4. 4 Neural Networks
  5. 5 The Curse of Dimensionality
  6. 6 Theory
  7. 7 Main Question
  8. 8 Manifold Learning Community
  9. 9 Reach of a Manifold
  10. 10 Linear Regression
  11. 11 Approximation Theory
  12. 12 Classification
  13. 13 Excess Risk
  14. 14 Recent Work
  15. 15 Chart Auto Encoders
  16. 16 Neural Network Construction
  17. 17 Linear Encoders
  18. 18 Clustered Data
  19. 19 Questions
  20. 20 Conclusion
  21. 21 Hybrid Seminar

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