Quantum Machine Learning

3,901 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 3901 arXiv preprints 2629 Crossref 594 OpenAlex 30 Europe PMC 290 PubMed 273 DOAJ 85

Showing 3229-3240 of 3,901

Constant-round Multi-party Quantum Computation for Constant Parties

Zhu Cao

2020 arXiv arXiv preprint

Curriculum-based Deep Reinforcement Learning for Quantum Control

Hailan Ma, Daoyi Dong, Steven X. Ding, Chunlin Chen

2020 arXiv arXiv preprint

Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition

Chao-Han Huck Yang, Jun Qi, Samuel Yen-Chi Chen, Pin-Yu Chen, Sabato Marco Siniscalchi, Xiaoli Ma, Chin-Hui Lee

2020 arXiv arXiv preprint

Deep Reinforcement Learning for Efficient Measurement of Quantum Devices

V. Nguyen, S. B. Orbell, D. T. Lennon, H. Moon, F. Vigneau, L. C. Camenzind, L. Yu, D. M. Zumbühl, G. A. D. Briggs, M. A. Osborne, D. Sejdinovic, N. Ares

2020 arXiv arXiv preprint

Defence against adversarial attacks using classical and quantum-enhanced Boltzmann machines

Aidan Kehoe, Peter Wittek, Yanbo Xue, Alejandro Pozas-Kerstjens

2020 arXiv arXiv preprint

Dementia Prediction Applying Variational Quantum Classifier

Daniel Sierra-Sosa, Juan Arcila-Moreno, Begonya Garcia-Zapirain, Cristian Castillo-Olea, Adel Elmaghraby

2020 arXiv arXiv preprint

Demonstrating a Continuous Set of Two-Qubit Gates for Near-Term Quantum Algorithms.

Foxen B, Neill C, Dunsworth A, Roushan P, Chiaro B, Megrant A, Kelly J, Chen Z, Satzinger K, Barends R, Arute F, Arya K, Babbush R, Bacon D, Bardin JC, Boixo S, Buell D, Burkett B, Chen Y, Collins R, Farhi E, Fowler A, Gidney C, Giustina M, Graff R, Harrigan M, Huang T, Isakov SV, Jeffrey E, Jiang Z, Kafri D, Kechedzhi K, Klimov P, Korotkov A, Kostritsa F, Landhuis D, Lucero E, McClean J, McEwen M, Mi X, Mohseni M, Mutus JY, Naaman O, Neeley M, Niu M, Petukhov A, Quintana C, Rubin N, Sank D, Smelyanskiy V, Vainsencher A, White TC, Yao Z, Yeh P, Zalcman A, Neven H, Martinis JM, Google AI Quantum.

2020 Europe PMC Phys Rev Lett

Demonstration of non-Markovian process characterisation and control on a quantum processor.

White GAL, Hill CD, Pollock FA, Hollenberg LCL, Modi K.

2020 Europe PMC Nat Commun

Density functionals and Kohn-Sham potentials with minimal wavefunction preparations on a quantum computer

Thomas E. Baker, David Poulin

2020 arXiv arXiv preprint

Detecting non-local effects in the electronic structure of a simple covalent system with machine learning methods

Behnam Parsaeifard, Jonas A. Finkler, Stefan Goedecker

2020 arXiv arXiv preprint

Detecting outliers in segmented genomes of flu virus using an alignment-free approach

Mosaab Daoud

2020 DOAJ Genomics & Informatics

Diagrammatic Design and Study of Ansätze for Quantum Machine Learning

Richie Yeung

2020 arXiv arXiv preprint
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