Reseach Interests

• Optimization Dynamics: Stability analysis and convergence regimes of gradient descent in high-dimensional landscapes.
• Topological Data Analysis: Understanding how data topology imposes constraints on unsupervised learning performance.

For a full list of publications and teaching materials, please visit his Personal Website.