Quantum Machine Learning

416 papers for year 2023

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 416 arXiv preprints 328 Crossref 63 Europe PMC 15 PubMed 2 DOAJ 8

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A Unitary Weights Based One-Iteration Quantum Perceptron Algorithm for Non-Ideal Training Sets

Wenjie Liu, Peipei Gao, Yuxiang Wang, Wenbin Yu, Maojun Zhang

2023 arXiv arXiv preprint

Advances in Quantum Computing.

La Cour B.

2023 Europe PMC Entropy (Basel)

Advantage of Quantum Machine Learning from General Computational Advantages

Hayata Yamasaki, Natsuto Isogai, Mio Murao

2023 arXiv arXiv preprint

Advantages of quantum communication revealed by the reexamination of hyperbit theory limitations

Giovanni Scala, Seyed Arash Ghoreishi, Marcin Pawłowski

2023 arXiv arXiv preprint

Adversarial attacks on hybrid classical-quantum Deep Learning models for Histopathological Cancer Detection

Biswaraj Baral, Reek Majumdar, Bhavika Bhalgamiya, Taposh Dutta Roy

2023 arXiv arXiv preprint

AKQ: A Hybrid Quantum-Classical Image Encryption System

Tran Khanh Nguyen, Nguyen Thi Thanh Truc, Vu Tuan Hai

2023 Crossref 2023 RIVF International Conference on Computing and Communication Technologies (RIVF)

All you need is spin: SU(2) equivariant variational quantum circuits based on spin networks

Richard D. P. East, Guillermo Alonso-Linaje, Chae-Yeun Park

2023 arXiv arXiv preprint

An Efficient Quantum Factoring Algorithm

Oded Regev

2023 arXiv arXiv preprint

An Exponential Reduction in Training Data Sizes for Machine Learning Derived Entanglement Witnesses

Aiden R. Rosebush, Alexander C. B. Greenwood, Brian T. Kirby, Li Qian

2023 arXiv arXiv preprint

An improved two-threshold quantum segmentation algorithm for NEQR image

Lu Wang, Zhiliang Deng, Wenjie Liu

2023 arXiv arXiv preprint

An inductive bias from quantum mechanics: learning order effects with non-commuting measurements

Kaitlin Gili, Guillermo Alonso, Maria Schuld

2023 arXiv arXiv preprint

Anatomy of the eigenstates distribution: a quest for a genuine multifractality

Anton Kutlin, Ivan M. Khaymovich

2023 arXiv arXiv preprint

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