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

Showing 109-120 of 416

Electronic Structure Prediction of Multi-million Atom Systems Through Uncertainty Quantification Enabled Transfer Learning

Shashank Pathrudkar, Ponkrshnan Thiagarajan, Shivang Agarwal, Amartya S. Banerjee, Susanta Ghosh

2023 arXiv arXiv preprint

Encoding optimization for quantum machine learning demonstrated on a superconducting transmon qutrit

Shuxiang Cao, Weixi Zhang, Jules Tilly, Abhishek Agarwal, Mustafa Bakr, Giulio Campanaro, Simone D Fasciati, James Wills, Boris Shteynas, Vivek Chidambaram, Peter Leek, Ivan Rungger

2023 arXiv arXiv preprint

Engineered dissipation to mitigate barren plateaus

Antonio Sannia, Francesco Tacchino, Ivano Tavernelli, Gian Luca Giorgi, Roberta Zambrini

2023 arXiv arXiv preprint

Enhancing collective entanglement witnesses through correlation with state purity

Kateřina Jiráková, Antonín Černoch, Artur Barasiński, Karel Lemr

2023 arXiv arXiv preprint

Enhancing the performance of an open quantum battery by adjusting its velocity

Mojaveri B, Bahrbeig RJ, Fasihi MA, Babanzadeh S.

2023 Europe PMC Europe PMC

Enhancing the Security of the BB84 Quantum Key Distribution Protocol against Detector-Blinding Attacks via the Use of an Active Quantum Entropy Source in the Receiving Station.

Stipčević M.

2023 Europe PMC Entropy (Basel)

Entanglement transition in deep neural quantum states

Giacomo Passetti, Dante M. Kennes

2023 arXiv arXiv preprint

Entanglement transitions induced by quantum-data collection

Shane P. Kelly, Jamir Marino

2023 arXiv arXiv preprint

Entanglement Verification with Deep Semi-supervised Machine Learning

Lifeng Zhang, Zhihua Chen, Shao-Ming Fei

2023 arXiv arXiv preprint

EntangleVR++: evaluating the potential of using entanglement in an interactive VR scene creation system

Mengyu Chen, Marko Peljhan, Misha Sra, Misha Sra

2023 DOAJ Frontiers in Virtual Reality

Evaluating quantum generative models via imbalanced data classification benchmarks

Graham R. Enos, Matthew J. Reagor, Eric Hulburd

2023 arXiv arXiv preprint

Evaluating the Convergence Limit of Quantum Neural Tangent Kernel

Trong Duong

2023 arXiv arXiv preprint
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