Gaussian Vector Fields on Manifolds and Graphs

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• Viacheslav Borovitskiy (University of Edinburgh)
• Wednesday 07 May 2025, 09:15-10:15
• Seminar Room 1, Newton Institute.

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RCLW01 - Uncertainty in multivariate, non-Euclidean, and functional spaces: theory and practice

Vector fields help describe a wide range of phenomena, from wind velocities to foreign exchange rates. In this talk, I will explore vector fields on manifolds and their discrete counterparts — edge flows on graphs. I will present a practical framework for Gaussian vector fields on these domains and discuss its various aspects, including empirical performance. I will finish by discussing open problems and some context of the overviewed research.

This talk is part of the Isaac Newton Institute Seminar Series series.

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