Quantum Machine Learning

58 papers for year 2017

Quantum Machine Learning Research Context

This category covers quantum machine learning research, including quantum kernels, variational classifiers, hybrid learning systems, generative models, and QML benchmarks.

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All sources 58 arXiv preprints 45 Europe PMC 11 DOAJ 2
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Showing 49-58 of 58

Quantum Search on Encrypted Data Based on Quantum Homomorphic Encryption

Qing Zhou, Songfeng Lu

2017 arXiv arXiv preprint

QVECTOR: an algorithm for device-tailored quantum error correction

Peter D. Johnson, Jonathan Romero, Jonathan Olson, Yudong Cao, Alán Aspuru-Guzik

2017 arXiv arXiv preprint

Reaching Agreement in Quantum Hybrid Networks.

Shi G, Li B, Miao Z, Dower PM, James MR.

2017 Europe PMC Sci Rep

Remote optimization of an ultra-cold atoms experiment by experts and citizen scientists

Robert Heck, Oana Vuculescu, Jens Jakob Sørensen, Jonathan Zoller, Morten G. Andreasen, Mark G. Bason, Poul Ejlertsen, Ottó Elíasson, Pinja Haikka, Jens S. Laustsen, Lærke L. Nielsen, Andrew Mao, Romain Müller, Mario Napolitano, Mads K. Pedersen, Aske R. Thorsen, Carsten Bergenholtz, Tommaso Calarco, Simone Montangero, Jacob F. Sherson

2017 arXiv arXiv preprint

Speeding-up the decision making of a learning agent using an ion trap quantum processor

Theeraphot Sriarunothai, Sabine Wölk, Gouri Shankar Giri, Nicolai Friis, Vedran Dunjko, Hans J. Briegel, Christof Wunderlich

2017 arXiv arXiv preprint

The Potential Impact of Quantum Computers on Society

Ronald de Wolf

2017 arXiv arXiv preprint

The Road to Quantum Computational Supremacy

Cristian S. Calude, Elena Calude

2017 arXiv arXiv preprint

Twelve years before the quantum no-cloning theorem

Juan Ortigoso

2017 arXiv arXiv preprint

Unsupervised Generative Modeling Using Matrix Product States

Zhao-Yu Han, Jun Wang, Heng Fan, Lei Wang, Pan Zhang

2017 arXiv arXiv preprint

Unsupervised Machine Learning on a Hybrid Quantum Computer

J. S. Otterbach, R. Manenti, N. Alidoust, A. Bestwick, M. Block, B. Bloom, S. Caldwell, N. Didier, E. Schuyler Fried, S. Hong, P. Karalekas, C. B. Osborn, A. Papageorge, E. C. Peterson, G. Prawiroatmodjo, N. Rubin, Colm A. Ryan, D. Scarabelli, M. Scheer, E. A. Sete, P. Sivarajah, Robert S. Smith, A. Staley, N. Tezak, W. J. Zeng, A. Hudson, Blake R. Johnson, M. Reagor, M. P. da Silva, C. Rigetti

2017 arXiv arXiv preprint
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