Iolo Jones

Biography	I work on geometry and its applications to machine learning and data analysis. My supervisors are Jeff Giansiracusa and Yue Ren. I particularly focus on diffusion geometry which defines a notion of geometry for probability spaces and lets you measure that geometry from data. I'm particularly interested in applying these methods to problems in physical sciences where complex processes and functions are often determined by 'shape'.
Research Interests	Geometric data analysis Metric geometry Geometric deep learning

Biography

I work on geometry and its applications to machine learning and data analysis. My supervisors are Jeff Giansiracusa and Yue Ren.

I particularly focus on diffusion geometry which defines a notion of geometry for probability spaces and lets you measure that geometry from data. I'm particularly interested in applying these methods to problems in physical sciences where complex processes and functions are often determined by 'shape'.

Research Interests

Geometric data analysis
Metric geometry
Geometric deep learning