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 109-120 of 237

Oblivious Transfer is in MiniQCrypt

Alex B. Grilo, Huijia Lin, Fang Song, Vinod Vaikuntanathan

2020 arXiv arXiv preprint

On Interfacing the Brain with Quantum Computers: An Approach to Listen to the Logic of the Mind

Eduardo Reck Miranda

2020 arXiv arXiv preprint

On the experimental feasibility of quantum state reconstruction via machine learning

Sanjaya Lohani, Thomas A. Searles, Brian T. Kirby, Ryan T. Glasser

2020 arXiv arXiv preprint

On The Round Complexity of Secure Quantum Computation

James Bartusek, Andrea Coladangelo, Dakshita Khurana, Fermi Ma

2020 arXiv arXiv preprint

One-step direct measurement of the entangled W states with cross-Kerr nonlinearity

Si-Le Lin, Chun-Lin Zhang, Si-Yang Hao, Pei-Yao Hong

2020 arXiv arXiv preprint

One-Way Functions Imply Secure Computation in a Quantum World

James Bartusek, Andrea Coladangelo, Dakshita Khurana, Fermi Ma

2020 arXiv arXiv preprint

Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing

Maurice Weber, Nana Liu, Bo Li, Ce Zhang, Zhikuan Zhao

2020 arXiv arXiv preprint

Optimization of Quantum-dot Qubit Fabrication via Machine Learning

Antonio B. Mei, Ivan Milosavljevic, Amanda L. Simpson, Valerie A. Smetanka, Colin P. Feeney, Shay M. Seguin, Sieu D. Ha, Wonill Ha, Matthew D. Reed

2020 arXiv arXiv preprint

Optimized Observable Readout from Single-shot Images of Ultracold Atoms via Machine Learning

Axel U. J. Lode, Rui Lin, Miriam Büttner, Luca Papariello, Camille Lévêque, R. Chitra, Marios C. Tsatsos, Dieter Jaksch, Paolo Molignini

2020 arXiv arXiv preprint

Parts of Speech Tagging in NLP: Runtime Optimization with Quantum Formulation and ZX Calculus

Arit Kumar Bishwas, Ashish Mani, Vasile Palade

2020 arXiv arXiv preprint

Peningkatan Aktivitas dan Hasil Belajar Matematika Siswa SD melalui Metode Quantum Teaching pada Siswa Kelas III Sekolah Dasar

Muhamad Irfan Nawawi

2020 Crossref Social, Humanities, and Educational Studies (SHEs): Conference Series

Performance Appraisal and Static Behaviour Modeling of a Nano-scale Flash Memory Cell by Using Quantum Dots' Floating Gate

Rasika Dhavse, Suresh Kumar K., Vivekanand Mishra, Rajendra M Patrikar

2020 Crossref International Journal of Simulation Systems Science & Technology

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