Projects

Selected work

Research projects, technical notes, and reproducible code on mathematical questions in modern machine learning.

Geodesic Modeling of Low-Dimensional Learning Dynamics in Deep Neural Networks

Optimization

  • Tutorial Article

    A technical article on when low-dimensional structures in deep neural networks form identifiable, geometrically simple trajectories.

  • Grassmuon