Quantum classifiers for domain adaptation

DOI10.1007/s11128-023-03846-0OpenAlexW4319296436MaRDI QIDQ2693860

Xiaogang Du, Xi He, Asoke K. Nandi, Feiyu Du, Mingyuan Xue, Tao Lei

Publication date: 24 March 2023

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

Full work available at URL: https://arxiv.org/abs/2110.02808

zbMATH Keywords

quantum algorithmmachine learningtransfer learningdomain adaptationquantum machine learning

Mathematics Subject Classification ID

Quantum computation (81P68)

Uses Software

• Scikit
• Adam
• GitHub
• BERT

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Supervised learning with quantum computers
• Quantum speed-up for unsupervised learning
• Image classification based on quantum K-nearest-neighbor algorithm
• Quantum generative adversarial network for generating discrete distribution
• Quantum locally linear embedding for nonlinear dimensionality reduction
• Quantum Computation and Quantum Information
• Quantum Random Access Memory
• Discriminatory Analysis. Nonparametric Discrimination: Consistency Properties
• Simulating quantum systems on a quantum computer
• The computational complexity of linear optics
• Quantum discriminant analysis for dimensionality reduction and classification

This page was built for publication: Quantum classifiers for domain adaptation