Projects

Discrete Curvature and Machine Learning on Graphs
Discrete Ricci curvature for curvature-based analysis of complex networks.
Discrete Curvature and Machine Learning on Graphs
Optimization on Manifolds
Exploiting geometric structure in (non)convex (constrained) optimization.
Optimization on Manifolds
Learning to Control with Little Data
Provable, adaptive strategies for agnostic control.
Learning to Control with Little Data
Machine Learning in Non-Euclidean Spaces
Harnessing the geometric structure of data in Machine Learning.
Machine Learning in Non-Euclidean Spaces