Quantum Machine Learning

237 papers for year 2020

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 237 arXiv preprints 196 Crossref 22 Europe PMC 12 DOAJ 7

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Showing 37-48 of 237

Compiling quantamorphisms for the IBM Q Experience

Ana Neri, Rui Soares Barbosa, José N. Oliveira

2020 arXiv arXiv preprint

Complex Paths Around The Sign Problem

Andrei Alexandru, Gokce Basar, Paulo F. Bedaque, Neill C. Warrington

2020 arXiv arXiv preprint

Constant-round Blind Classical Verification of Quantum Sampling

Kai-Min Chung, Yi Lee, Han-Hsuan Lin, Xiaodi Wu

2020 arXiv arXiv preprint

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

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