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Conference Paper
Quantum Information and Measurement
Berlin Germany
March 19-21, 2012
ISBN: 978-1-55752-939-8
Novel Quantum Information and Measurement Techniques I (QW1B)

Adaptive Quantum Measurement via Swarm-intelligence Machine Learning

Barry C. Sanders and Alexander Hentschel  »View Author Affiliations


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We construct an algorithm that learns through trial-and-error training how to devise optimal feedback-based single-shot phase estimation in interferometry. Our algorithm is robust against experimental imperfections, losses and decoherence.

© 2012 OSA

OCIS Codes
(270.5290) Quantum optics : Photon statistics
(270.5570) Quantum optics : Quantum detectors
(270.5585) Quantum optics : Quantum information and processing

B. C. Sanders and A. Hentschel, "Adaptive Quantum Measurement via Swarm-intelligence Machine Learning," in Research in Optical Sciences, OSA Technical Digest (Optical Society of America, 2012), paper QW1B.1.

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