Geometric and harmonic analysis for data analysis and machine learning

The group carries out research in the field of:

  • theoretical understanding of machine learning and deep learning algorithms with geometric analysis tools;
  • relations between the architectures of the visual cortex and neural networks, application to vision and perception;
  • relations between differential equations, optimal transport and neural networks.

Faculty:

Giovanna Citti

Full Professor

Research fellows - Ph.D. Students

Federico Bertoni

Teaching tutor