Random convex hulls and kernel quadrature

<p>Discretization of probability measures is ubiquitous in the field of applied mathematics, from classical numerical integration to data compression and algorithmic acceleration in machine learning. In this thesis, starting from generalized Tchakaloff-type cubature, we investigate random conv...

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Bibliographic Details
Main Author: Hayakawa, S
Other Authors: Lyons, T
Format: Thesis
Language:English
Published: 2023
Subjects: