Search Results for author: Dyon van Vreumingen

Found 2 papers, 0 papers with code

Structural risk minimization for quantum linear classifiers

no code implementations12 May 2021 Casper Gyurik, Dyon van Vreumingen, Vedran Dunjko

Firstly, using relationships to well understood classical models, we prove that two model parameters -- i. e., the dimension of the sum of the images and the Frobenius norm of the observables used by the model -- closely control the models' complexity and therefore its generalization performance.

BIG-bench Machine Learning Quantum Machine Learning

Metaheuristic macro scale traffic flow optimisation from urban movement data

no code implementations22 May 2020 Laurens Arp, Dyon van Vreumingen, Daniela Gawehns, Mitra Baratchi

This allows us to pinpoint roads that occur in many routes and are thus sensitive to congestion.

Physics and Society Multiagent Systems I.2.1; I.5.4

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