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Machine Learning Ingredients
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Classroom Contents
ML for the Theory Frontier - Jesse Thaler
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- 1 Intro
- 2 My (Evolving) Perspective
- 3 The Lens of Machine Learning
- 4 Eg Likelihood Ratio Trick
- 5 Machine Learning Ingredients
- 6 What is the Machine Learning
- 7 Deep Learning for Lattice Field Theory (TF05)
- 8 Theoretical Priors Network Architectures
- 9 Optimal Transport for Collider Geometry
- 10 Opening a Dialogue Between Communities
- 11 ML for Formal Theory?
- 12 ML for SM Theory?
- 13 Machine Learning for the Theory Frontier
- 14 ML for BSM Theory!
