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Julia Kempe - Synthetic Data – Friend or Foe in the Age of Scaling?
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Classroom Contents
Mathematics for and by Large Language Models
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- 1 Julia Kempe - Synthetic Data – Friend or Foe in the Age of Scaling?
- 2 Gabriel Synnaeve - Grounding LLMs in Execution
- 3 Andrew Dudzik - Three Problems in the Mathematics of Deep Learning
- 4 Francois Charton - Mathematics as a Translation Task - the Importance of Training Distributions
- 5 Yiannis Vlassopoulos - A First Approximation to the Mathematical Structure Computed by LLMs
- 6 Amaury Hayat - How can Machine Learning Help Mathematicians
