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Quantum Machine Learning

Papers

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Showing 1–25 of 699 papers

TitleStatusHype
Stochastic Entanglement Configuration for Constructive Entanglement Topologies in Quantum Machine Learning with Application to Cardiac MRI—0
Entangled Threats: A Unified Kill Chain Model for Quantum Machine Learning Security—0
Quantum Federated Learning for Multimodal Data: A Modality-Agnostic Approach—0
ResQ: A Novel Framework to Implement Residual Neural Networks on Analog Rydberg Atom Quantum Computers—0
Iterative Quantum Feature Maps—0
A Qubit-Efficient Hybrid Quantum Encoding Mechanism for Quantum Machine Learning—0
On Quantum BSDE Solver for High-Dimensional Parabolic PDEs—0
Component Based Quantum Machine Learning Explainability—0
VQC-MLPNet: An Unconventional Hybrid Quantum-Classical Architecture for Scalable and Robust Quantum Machine Learning—0
Superposed Parameterised Quantum Circuits—0
The interplay of robustness and generalization in quantum machine learningCode0
Quantum Graph Transformer for NLP Sentiment Classification—0
Devanagari Digit Recognition using Quantum Machine Learning—0
TQml Simulator: Optimized Simulation of Quantum Machine Learning—0
Investigating Quantum Feature Maps in Quantum Support Vector Machines for Lung Cancer Classification—0
Optimization Strategies for Variational Quantum Algorithms in Noisy Landscapes—0
Tensor Network for Anomaly Detection in the Latent Space of Proton Collision Events at the LHCCode0
Supervised Quantum Machine Learning: A Future Outlook from Qubits to Enterprise Applications—0
QGAN-based data augmentation for hybrid quantum-classical neural networks—0
Leveraging Diffusion Models for Parameterized Quantum Circuit Generation—0
Quantum Machine Learning in Healthcare: Evaluating QNN and QSVM Models—0
Predictive Performance of Deep Quantum Data Re-uploading Models—0
Qiskit Machine Learning: an open-source library for quantum machine learning tasks at scale on quantum hardware and classical simulatorsCode4
Experimental robustness benchmark of quantum neural network on a superconducting quantum processor—0
Benchmarking data encoding methods in Quantum Machine Learning—0
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All datasetshttps://www.kaggle.com/datasets/saurabhshahane/classification-of-malwaresiris

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Quantum Neural NetworkF1 score0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Best ModelAverage F11—Unverified