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Quantum Machine Learning

Papers

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Showing 126–150 of 699 papers

TitleStatusHype
Hybrid Quantum Neural Networks with Amplitude Encoding: Advancing Recovery Rate Predictions—0
Data re-uploading in Quantum Machine Learning for time series: application to traffic forecasting—0
Stability and Generalization of Quantum Neural Networks—0
QuFeX: Quantum feature extraction module for hybrid quantum-classical deep neural networks—0
Representation Learning with Parameterised Quantum Circuits for Advancing Speech Emotion Recognition—0
Hybrid-Quantum Neural Architecture Search for The Proximal Policy Optimization Algorithm—0
Double descent in quantum machine learningCode0
Modeling Feature Maps for Quantum Machine Learning—0
Modeling Quantum Machine Learning for Genomic Data Analysis—0
Learning to Measure Quantum Neural Networks—0
Comparative Analysis of Quantum and Classical Support Vector Classifiers for Software Bug Prediction: An Exploratory Study—0
Quantum Hybrid Support Vector Machines for Stress Detection in Older Adults—0
Improving Quantum Machine Learning via Heat-Bath Algorithmic Cooling—0
Comparative Performance Analysis of Quantum Machine Learning Architectures for Credit Card Fraud Detection—0
Quantum memristors for neuromorphic quantum machine learning—0
Towards structure-preserving quantum encodings—0
A Parameter-Efficient Quantum Anomaly Detection Method on a Superconducting Quantum ProcessorCode0
Opportunities and limitations of explaining quantum machine learning—0
QuLTSF: Long-Term Time Series Forecasting with Quantum Machine LearningCode0
Quantum Machine Learning in Log-based Anomaly Detection: Challenges and Opportunities—0
Evolutionary Optimization for Designing Variational Quantum Circuits with High Model Capacity—0
Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise—0
The Stabilizer Bootstrap of Quantum Machine Learning with up to 10000 qubits—0
Optimizing Hyperparameters for Quantum Data Re-Uploaders in Calorimetric Particle Identification—0
Data Efficient Prediction of excited-state properties using 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