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08 August 2022
Paper (Preprint, Research Paper, Review Paper, White Paper, etc.)
Titel
Gradient Flows for L2 Support Vector Machine Training
Titel Supplements
Published on arXiv
Abstract
We explore the merits of training of support vector machines for binary classification by means of solving systems of ordinary differential equations. We thus assume a continuous time perspective on a machine learning problem which may be of interest for implementations on (re)emerging hardware platforms such as analog- or quantum computers.
Author(s)