Quantum Machine Learning

3,957 papers

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 3957 arXiv preprints 2660 Crossref 606 OpenAlex 30 Europe PMC 290 PubMed 285 DOAJ 86

Showing 3661-3672 of 3,957

Simulation complexity of open quantum dynamics: Connection with tensor networks

I. A. Luchnikov, S. V. Vintskevich, H. Ouerdane, S. N. Filippov

2018 arXiv arXiv preprint

Solving SAT and MaxSAT with a Quantum Annealer: Foundations, Encodings, and Preliminary Results

Zhengbing Bian, Fabian Chudak, William Macready, Aidan Roy, Roberto Sebastiani, Stefano Varotti

2018 arXiv arXiv preprint

Spin-qubit noise spectroscopy from randomized benchmarking by supervised learning

Chengxian Zhang, Xin Wang

2018 arXiv arXiv preprint

The Expressive Power of Parameterized Quantum Circuits

Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao

2018 arXiv arXiv preprint

THE IMPLEMENTATION OF QUANTUM LEARNING MODEL USING SOCIAL-SPIRITUAL VALUE THROUGH LESSON STUDY TO IMPROVE SOCIAL-SPIRITUAL ATTITUDES AND LEARNING RESULTS OF SCIENCE II BASIC CONCEPT

I Gede Astawan, Dewa Nyoman Sudana

2018 Crossref Journal of Psychology and Instructions

Topographic Representation for Quantum Machine Learning

Bruce MacLennan

2018 arXiv arXiv preprint

Training of Quantum Circuits on a Hybrid Quantum Computer

D. Zhu, N. M. Linke, M. Benedetti, K. A. Landsman, N. H. Nguyen, C. H. Alderete, A. Perdomo-Ortiz, N. Korda, A. Garfoot, C. Brecque, L. Egan, O. Perdomo, C. Monroe

2018 arXiv arXiv preprint

Two new results about quantum exact learning

Srinivasan Arunachalam, Sourav Chakraborty, Troy Lee, Manaswi Paraashar, Ronald de Wolf

2018 arXiv arXiv preprint

Using Reinforcement Learning to find Efficient Qubit Routing Policies for Deployment in Near-term Quantum Computers

Steven Herbert, Akash Sengupta

2018 arXiv arXiv preprint

Validating quantum-classical programming models with tensor network simulations.

McCaskey A, Dumitrescu E, Chen M, Lyakh D, Humble T.

2018 Europe PMC PLoS One

Variational Quantum State Diagonalization

Ryan LaRose, Arkin Tikku, Étude O'Neel-Judy, Lukasz Cincio, Patrick J. Coles

2018 arXiv arXiv preprint

A deceptive step towards quantum speedup detection

Salvatore Mandrà, Helmut G. Katzgraber

2017 arXiv arXiv preprint
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