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Classroom Contents
Combinatorial Invariance: A Case Study of Pure Math / Machine Learning Interaction - Geordie Williamson
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- 1 Introduction
- 2 Motivation
- 3 Perceptron
- 4 Neural nets
- 5 Convolutional nets
- 6 convolutional neural nets
- 7 geometries
- 8 generalizations
- 9 training
- 10 machine learning for mathematicians
- 11 bruja graph
- 12 analytic polynomials
- 13 Examples
- 14 Visualizing combinatorial invariance
- 15 Predicting KLL polynomials
- 16 Saliency
