Quantum Machine Learning

4,265 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 4265 arXiv preprints 2814 Crossref 705 OpenAlex 30 Europe PMC 290 PubMed 338 DOAJ 88

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Grover Quantum Algorithm: Applications and Limits

David R.C. Hill

2026 Crossref Encyclopedia

GroverGPT: A Large Language Model with 8 Billion Parameters for Quantum Searching

Wang H, Li P, Chen M, Cheng J, Liu J, Chen T.

2026 Europe PMC Europe PMC

GSC-QEMit: A Telemetry-Driven Hierarchical Forecast-and-Bandit Framework for Adaptive Quantum Error Mitigation

Steven Szachara, Sheeraja Rajakrishnan, Dylan Jay Van Allen, Jason Pollack, Travis Desell, Daniel Krutz

2026 arXiv arXiv preprint

Guaranteeing Privacy in Hybrid Quantum Learning through Theoretical Mechanisms

Hoang M. Ngo, Tre' R. Jeter, Incheol Shin, Wanli Xing, Tamer Kahveci, My T. Thai

2026 arXiv arXiv preprint

Halving the cost of QROM

Danial Motlagh, Matthew Pocrnic

2026 arXiv arXiv preprint

Hamiltonian Chaos

Steven Tomsovic

2026 arXiv arXiv preprint

Hardware Validation of DAGI via a Modular "Ridge" Signature and High-Order Synergistic Information

Petr Sramek

2026 arXiv arXiv preprint

Hardware-Agnostic Modeling of Quantum Side-Channel Leakage via Conditional Dynamics and Learning from Full Correlation Data

Brennan Bell, Andreas Trügler, Konstantin Beyer, Paul Erker

2026 arXiv arXiv preprint

Hardware-aware Low-latency Quantum Compilation with Data-driven Lightweight Error Detection for Early Fault-Tolerant Systems

Sumit Chongder

2026 arXiv arXiv preprint

Hardware-Aware Quantum Support Vector Machines

Adil Mubashir Chaudhry, Ali Raza Haider, Hanzla Khan, Muhammad Faryad

2026 arXiv arXiv preprint

Harmoniq: Efficient Data Augmentation on a Quantum Computer Inspired by Harmonic Analysis

Kristina Kirova, Monika Doerfler, Franz Luef, Richard Kueng

2026 arXiv arXiv preprint

HarmQ: Harmonic Backdoor Attacks Against Quantum Neural Networks

Junrui Zhang, Zemin Chen, Chunsheng Xin, Hongyi Wu, Rui Ning

2026 arXiv arXiv preprint

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