Combinatorial Invariance: A Case Study of Pure Math / Machine Learning Interaction - Geordie Williamson

Combinatorial Invariance: A Case Study of Pure Math / Machine Learning Interaction - Geordie Williamson

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Introduction

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1 of 16

Introduction

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Combinatorial Invariance: A Case Study of Pure Math / Machine Learning Interaction - Geordie Williamson

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  1. 1 Introduction
  2. 2 Motivation
  3. 3 Perceptron
  4. 4 Neural nets
  5. 5 Convolutional nets
  6. 6 convolutional neural nets
  7. 7 geometries
  8. 8 generalizations
  9. 9 training
  10. 10 machine learning for mathematicians
  11. 11 bruja graph
  12. 12 analytic polynomials
  13. 13 Examples
  14. 14 Visualizing combinatorial invariance
  15. 15 Predicting KLL polynomials
  16. 16 Saliency

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