Optimal Transport

  • Tutorial-1 (Video)
  • Tutorial-2 (Video)
  • Automating Dataset Comparison and Manipulation with Optimal Transport (Video)

ML Theory

  • Geometric Machine Learning (Video)
  • Geometric Machine Learning, ICLR, Bronstein (Video)
  • Learning Theory from First Principles (Book)
  • Geometric Deep Learning (Book, 43MB)

ML in Science

  • Physics Based Deep Learning (Book)

Graph ML

  • Graph Representation Learning (Book, 2.4MB)

Physics and Machine Learning School 2022

  • Youtube Videos
    • School Homepage with (Videos and Slides)