Vaclav Snasel

Sharp Concentration Bounds for Vector Bundle-Valued Statistics on Manifolds

Many geometric-statistics and manifold-learning pipelines produce bundle-valued observations (for example, tangent vectors) that lie in different fibers. Forming empirical averages, therefore, requires transporting data to a common reference fiber, which can introduce curvature- and holonomy-driven …