Quantum Machine Learning

4,297 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.

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All sources 4297 arXiv preprints 2828 Crossref 713 OpenAlex 30 Europe PMC 290 PubMed 348 DOAJ 88

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Showing 961-972 of 4,297

Parameter-Efficient Continuous-Variable Photonic Quantum Neural Networks for Edge Quantum AI: Demonstration in Oral Cancer Detection

Akshay Bhagwan Sonawane, Sophie Choe, Lakshman Tamil

2026 arXiv arXiv preprint

Parameter-efficient Quantum Multi-task Learning

Hevish Cowlessur, Chandra Thapa, Tansu Alpcan, Seyit Camtepe

2026 arXiv arXiv preprint

Parameterized 4-Qubit EWL Quantum Game Circuits with Dirac-Solow-Swan Hamiltonian Integration for Quadruple Helix Disruptive Innovation Recommender Systems

Agung Trisetyarso, Fithra Faisal Hastiadi, Kridanto Surendro

2026 arXiv arXiv preprint

Parameterized Quantum Circuits as Feature Maps: Representation Quality and Readout Effects in Multispectral Land-Cover Classification

Ralntion Komini, Aikaterini Mandilara, Georgios Maragkopoulos, Dimitris Syvridis

2026 arXiv arXiv preprint

Parametrized Quantum Circuit Learning for Quantum Chemical Applications.

Jones GM, Prasad VK, Fekl U, Jacobsen HA.

2026 Europe PMC J Chem Inf Model

Parity Supervision as a Driver of Generalization in Quantum Generative Modeling

Markus Baumann, Daniel Hein, Steffen Udluft, Tobias Rohe, Claudia Linnhoff-Popien, Jonas Stein

2026 arXiv arXiv preprint

Partially-Blind Single-Qubit Classification over a Prototype Hybrid Quantum Network

Matteo Pasini, Tzula Benjamin Propp, Janice van Dam, Garazi Muguruza Lasa, Alexandre Wanick, Hugues de Riedmatten, Gustavo C. do Amaral

2026 arXiv arXiv preprint

Patterning RGB Perovskite Pixels via Sequential Vapor-Solution Process for Integrated Wavelength-Selective Photodetectors.

Kang Y, Choi WC, Hoat PD, Van Khoe V, Yun Y, Jung J, Jeong H, Heo YW, Lee S

2026 PubMed Small (Weinheim an der Bergstrasse, Germany)

Pauli Correlation Encoding for mRNA Secondary Structure Prediction: Problem-Aware Decoding for Dense-Constraint QUBOs

Triet Friedhoff, Mihir Metkar, Wade Davis, Vaibhaw Kumar, Alexey Galda

2026 arXiv arXiv preprint

Pauli Weight Hamiltonian Term Selection for Optimized Machine Learning Based Quantum Error Mitigation

Fadhil Fatih Shiddiq, Darell Timothy Tarigan, Hadyan Luthfan Prihadi, Jusak S. Kosasih, Yanoar P. Sarwono, Leong-Chuan Kwek, Freddy Permana Zen

2026 arXiv arXiv preprint

PauLIB: A High-Performance Library for Processing Pauli Strings

Florian Krötz

2026 arXiv arXiv preprint

Perfect state transfer using Markovian quantum walk

Supriyo Dutta

2026 Crossref Annals of Physics

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