Quantum Machine Learning

256 papers for year 2021

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All sources 256 arXiv preprints 208 Crossref 29 Europe PMC 14 DOAJ 5

Showing 181-192 of 256

Quantum Continual Learning Overcoming Catastrophic Forgetting

Wenjie Jiang, Zhide Lu, Dong-Ling Deng

2021 arXiv arXiv preprint

Quantum convolutional neural network for classical data classification

Tak Hur, Leeseok Kim, Daniel K. Park

2021 arXiv arXiv preprint

Quantum Deep Learning: Sampling Neural Nets with a Quantum Annealer

Catherine F. Higham, Adrian Bedford

2021 arXiv arXiv preprint

Quantum deep reinforcement learning for clinical decision support in oncology: application to adaptive radiotherapy.

Niraula D, Jamaluddin J, Matuszak MM, Haken RKT, Naqa IE.

2021 Europe PMC Sci Rep

Quantum kernels for real-world predictions based on electronic health records

Zoran Krunic, Frederik F. Flöther, George Seegan, Nathan Earnest-Noble, Omar Shehab

2021 arXiv arXiv preprint

Quantum kernels to learn the phases of quantum matter

Teresa Sancho-Lorente, Juan Román-Roche, David Zueco

2021 arXiv arXiv preprint

Quantum kernels with squeezed-state encoding for machine learning

Long Hin Li, Dan-Bo Zhang, Z. D. Wang

2021 arXiv arXiv preprint

Quantum Link Prediction in Complex Networks

João P. Moutinho, André Melo, Bruno Coutinho, István A. Kovács, Yasser Omar

2021 arXiv arXiv preprint

Quantum Machine Learning for Finance

Marco Pistoia, Syed Farhan Ahmad, Akshay Ajagekar, Alexander Buts, Shouvanik Chakrabarti, Dylan Herman, Shaohan Hu, Andrew Jena, Pierre Minssen, Pradeep Niroula, Arthur Rattew, Yue Sun, Romina Yalovetzky

2021 arXiv arXiv preprint

Quantum Machine Learning for Radio Astronomy

Mohammad Kordzanganeh, Aydin Utting, Anna Scaife

2021 arXiv arXiv preprint

Quantum machine learning of large datasets using randomized measurements

Tobias Haug, Chris N. Self, M. S. Kim

2021 arXiv arXiv preprint

Quantum Merkle Trees

Lijie Chen, Ramis Movassagh

2021 arXiv arXiv preprint
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