Towards quantum advantage via topological data analysis

Even after decades of quantum computing development, examples of generally useful quantum algorithms with exponential speedups over classical counterparts are scarce. Recent progress in quantum algorithms for linear-algebra positioned quantum machine learning (QML) as a potential source of such usef...

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Bibliographic Details
Main Authors: Casper Gyurik, Chris Cade, Vedran Dunjko
Format: Article
Language:English
Published: Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften 2022-11-01
Series:Quantum
Online Access:https://quantum-journal.org/papers/q-2022-11-10-855/pdf/