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Quantum Machine Learning

Papers

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Showing 76–100 of 699 papers

TitleStatusHype
Hyper Compressed Fine-Tuning of Large Foundation Models with Quantum Inspired Adapters—0
Application of quantum machine learning using quantum kernel algorithms on multiclass neuron M type classification—0
Detection of Physiological Data Tampering Attacks with Quantum Machine Learning—0
Quantum automated learning with provable and explainable trainability—0
Variational decision diagrams for quantum-inspired machine learning applications—0
Implementing Large Quantum Boltzmann Machines as Generative AI Models for Dataset Balancing—0
Quantum Machine Learning: A Hands-on Tutorial for Machine Learning Practitioners and Researchers—0
Adversarial Robustness of Partitioned Quantum Classifiers—0
Hybrid Quantum Neural Networks with Amplitude Encoding: Advancing Recovery Rate Predictions—0
Stability and Generalization of Quantum Neural Networks—0
QuFeX: Quantum feature extraction module for hybrid quantum-classical deep neural networks—0
Data re-uploading in Quantum Machine Learning for time series: application to traffic forecasting—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
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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