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Francis Bach

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I am Francis Bach, a researcher at INRIA in the Computer Science department of Ecole Normale Supérieure, in Paris, France. I have been working on machine learning since 2000, with a focus on algorithmic and theoretical contributions, in particular in optimization. All of my papers can be downloaded from my web page or my Google Scholar page. I recently published a book “Learning Theory from First Principles“. 

Recent Posts

  • Beyond Power Laws: Scaling Laws for Next-Token Prediction
  • Revisiting scaling laws via the z-transform
  • Unraveling spectral properties of kernel matrices – II
  • My book is (at last) out!
  • Scaling laws of optimization

About

I am Francis Bach, a researcher at INRIA in the Computer Science department of Ecole Normale Supérieure, in Paris, France. I have been working on machine learning since 2000, with a focus on algorithmic and theoretical contributions, in particular in optimization. All of my papers can be downloaded from my web page or my Google Scholar page. I also have a Twitter account. I recently published a book “Learning Theory from First Principles“.

Recent Posts

  • Beyond Power Laws: Scaling Laws for Next-Token Prediction
  • Revisiting scaling laws via the z-transform
  • Unraveling spectral properties of kernel matrices – II
  • My book is (at last) out!
  • Scaling laws of optimization

Recent Comments

  • Francis Bach on Sums-of-squares for dummies: a view from the Fourier domain
  • K2V on Sums-of-squares for dummies: a view from the Fourier domain
  • Wok on My book is (at last) out!
  • Francis Bach on Unraveling spectral properties of kernel matrices – II
  • Chanwoo Chun on Unraveling spectral properties of kernel matrices – II

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