Fast-QTrain: an algorithm for fast training of variational classifiers

DOI10.1007/s11128-022-03508-7OpenAlexW4281480925MaRDI QIDQ2107969

Siddharth Dangwal, Ritvik Sharma, Debanjan Bhowmik

Publication date: 5 December 2022

Published in: Quantum Information Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11128-022-03508-7

zbMATH Keywords

supervised learningvariational algorithmquantum machine learning

Mathematics Subject Classification ID

Quantum computation (81P68)

Related Items (1)

Shallow hybrid quantum-classical convolutional neural network model for image classification

Uses Software

• word2vec

Cites Work

• Generalized Frobenius inner products
• Supervised learning with a quantum classifier using multi-level systems
• Entanglement assisted training algorithm for supervised quantum classifiers
• Quantum Computation and Quantum Information
• Quantum Random Access Memory
• The vectorization of ITPACK 2C
• The theory of variational hybrid quantum-classical algorithms
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