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Quantum Machine Learning

Papers

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Showing 276–300 of 699 papers

TitleStatusHype
QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection—0
Optimizing Quantum Convolutional Neural Network Architectures for Arbitrary Data Dimension—0
On Optimizing Hyperparameters for Quantum Neural NetworksCode0
Quantum Algorithms: A New Frontier in Financial Crime Prevention—0
Image Classification with Rotation-Invariant Variational Quantum Circuits—0
FedQNN: Federated Learning using Quantum Neural Networks—0
Early-stage detection of cognitive impairment by hybrid quantum-classical algorithm using resting-state functional MRI time-series—0
Empowering Credit Scoring Systems with Quantum-Enhanced Machine Learning—0
Jet Discrimination with Quantum Complete Graph Neural NetworkCode0
Qubit-Wise Architecture Search Method for Variational Quantum Circuits—0
Parameterized quantum comb and simpler circuits for reversing unknown qubit-unitary operations—0
Quantum Mixed-State Self-Attention Network—0
EEG-based Dementia Classification Using CS-EMD Synchrony Features and Quantum Machine Learning—0
Classification of the Fashion-MNIST Dataset on a Quantum Computer—0
Learning to Program Variational Quantum Circuits with Fast Weights—0
Streaming IoT Data and the Quantum Edge: A Classic/Quantum Machine Learning Use Case—0
Spectral invariance and maximality properties of the frequency spectrum of quantum neural networks—0
A Quick Introduction to Quantum Machine Learning for Non-Practitioners—0
Quantum Embedding with Transformer for High-dimensional Data—0
Evaluating Efficacy of Model Stealing Attacks and Defenses on Quantum Neural Networks—0
Guided Quantum Compression for High Dimensional Data ClassificationCode0
Generating Universal Adversarial Perturbations for Quantum ClassifiersCode0
Arbitrary Polynomial Separations in Trainable Quantum Machine Learning—0
Geometric quantum machine learning of BQP^A protocols and latent graph classifiers—0
Unleashing the Expressive Power of Pulse-Based Quantum Neural Networks—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