Mathematics for and by Large Language Models

Mathematics for and by Large Language Models

Institut des Hautes Etudes Scientifiques (IHES) via YouTube Direct link

Andrew Dudzik - Three Problems in the Mathematics of Deep Learning

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3 of 6

Andrew Dudzik - Three Problems in the Mathematics of Deep Learning

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Mathematics for and by Large Language Models

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

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