Quantum Machine Learning

4,009 papers

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.

Showing 1513-1524 of 4,009

Fair Benchmarking of Optimisation Applications

Frank Phillipson

2025 arXiv arXiv preprint

Fast and Accurate Pixel Calibration of Tof Neutron Diffractometers with Machine Learning

Albert P. Song, Ke An

2025 Crossref Quantum Beam Science

Fast photostable expansion microscopy using QDots and deconvolution.

Loku Gunawardhana, Wilna Moree, Jiaming Guo, Camille Artur, Tasha Womack, Jason L Eriksen, David Mayerich

2025 DOAJ PLoS ONE

Fault Injection Attacks on Machine Learning-based Quantum Computer Readout Error Correction

Anthony Etim, Jakub Szefer

2025 arXiv arXiv preprint

Feature Ranking in Credit-Risk with Qudit-Based Networks

Georgios Maragkopoulos, Lazaros Chavatzoglou, Aikaterini Mandilara, Dimitris Syvridis

2025 arXiv arXiv preprint

Federated Quantum Kernel Learning for Anomaly Detection in Multivariate IoT Time-Series

Kuan-Cheng Chen, Samuel Yen-Chi Chen, Chen-Yu Liu, Kin K. Leung

2025 arXiv arXiv preprint

FiD-QAE: A Fidelity-Driven Quantum Autoencoder for Credit Card Fraud Detection

Mansour El Alami, Adam Innan, Nouhaila Innan, Muhammad Shafique, Mohamed Bennai

2025 arXiv arXiv preprint

Fidelity-Preserving Quantum Encoding for Quantum Neural Networks

Yuhu Lu, Jinjing Shi

2025 arXiv arXiv preprint

Fisher Information, Training and Bias in Fourier Regression Models

Lorenzo Pastori, Veronika Eyring, Mierk Schwabe

2025 arXiv arXiv preprint

Flexible Genetic Algorithm for Quantum Support Vector Machines

Nguyen Minh Duc, Vu Tuan Hai, Le Bin Ho, Tran Nguyen Lan

2025 arXiv arXiv preprint

Foundation Model for Unified Characterization of Optical Quantum States

Xiaoting Gao, Yan Zhu, Feng-Xiao Sun, Ya-Dong Wu, Qiongyi He

2025 arXiv arXiv preprint

Framework for Implementing Quantum Neural Networks in Wireless Communications

Salik Siddiqui, Justin Holzer, Joshua Malcarne, Galahad M. B. Wernsing, Alexander M. Wyglinski

2025 DOAJ IEEE Access