Quantum Machine Learning

3,957 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 3957 arXiv preprints 2660 Crossref 606 OpenAlex 30 Europe PMC 290 PubMed 285 DOAJ 86

Showing 493-504 of 3,957

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

Harnessing a 256-qubit Neutral Atom Simulator for Graph Classification

Edoardo Giusto, Gabriele Iurlaro, Bartolomeo Montrucchio, Alberto Scionti, Olivier Terzo, Chiara Vercellino, Giacomo Vitali, Paolo Viviani

2026 arXiv arXiv preprint

Harnessing DEN models for quantum computing tasks on neutral atom QPUs

Chiara Vercellino, Giacomo Vitali, Paolo Viviani, Alberto Scionti, Olivier Terzo, Bartolomeo Montrucchio

2026 arXiv arXiv preprint

Harnessing Environmental Memory with Reinforcement Learning in Open Quantum Systems

Safae Gaidi, Abdallah Slaoui, Mohammed EL Falaki, Amine Jaouadi

2026 arXiv arXiv preprint

HCF-QNet: A GWO-Optimized Hybrid Contrastive Quantum Neural Network for Chronic Kidney Disease Prediction

Pathak A, Singh OP.

2026 Europe PMC Europe PMC

HCQNSC: a hybrid classical-quantum neural network for text sentiment classification

Tingyu Liu, Ying Li, Jingtao Wang, Yun Pan

2026 Crossref EPJ Quantum Technology

Hierarchy of discriminative power and complexity in learning quantum ensembles

Jian Yao, Pengtao Li, Xiaohui Chen, Quntao Zhuang

2026 arXiv arXiv preprint
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