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Kathlén Kohn - The Geometry of Linear Convolutional Networks

Kathlén Kohn - The Geometry of Linear Convolutional Networks

Hausdorff Center for Mathematics via YouTube Direct link

Optimization of loss functions

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Optimization of loss functions

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Classroom Contents

Kathlén Kohn - The Geometry of Linear Convolutional Networks

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  1. 1 Introduction
  2. 2 The function space
  3. 3 Convolutional matrices
  4. 4 Complement
  5. 5 Cubic polynomials
  6. 6 Beyond linear networks
  7. 7 Optimization of loss functions
  8. 8 Experiments
  9. 9 Summary

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