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Quantum Machine Learning

Papers

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Showing 201–225 of 699 papers

TitleStatusHype
Early Detection of Coronary Heart Disease Using Hybrid Quantum Machine Learning Approach—0
CompressedMediQ: Hybrid Quantum Machine Learning Pipeline for High-Dimensional Neuroimaging Data—0
Exploring Biological Neuronal Correlations with Quantum Generative Models—0
Generalization Error Bound for Quantum Machine Learning in NISQ Era -- A Survey—0
Learning Robust Observable to Address Noise in Quantum Machine Learning—0
Quantum Kernel Methods under Scrutiny: A Benchmarking Study—0
Training quantum machine learning models on cloud without uploading the dataCode0
Can Geometric Quantum Machine Learning Lead to Advantage in Barcode Classification?—0
Optimal training of finitely-sampled quantum reservoir computers for forecasting of chaotic dynamics—0
Quantum Machine Learning for Anomaly Detection in Consumer Electronics—0
Using Quantum Solved Deep Boltzmann Machines to Increase the Data Efficiency of RL Agents—0
AI-driven Reverse Engineering of QML Models—0
Verifiable cloud-based variational quantum algorithms—0
Quantum Convolutional Neural Networks are (Effectively) Classically Simulable—0
The curse of random quantum data—0
Security Concerns in Quantum Machine Learning as a Service—0
Benchmarking quantum machine learning kernel training for classification tasksCode0
Distributed and Secure Kernel-Based Quantum Machine LearningCode0
Quantum Gradient Class Activation Map for Model Interpretability—0
Quantum Machine Learning: Performance and Security Implications in Real-World Applications—0
Certifiably Robust Encoding Schemes—0
Discrete Randomized Smoothing Meets Quantum Computing—0
Quantum Long Short-Term Memory for Drug Discovery—0
Reverse Map Projections as Equivariant Quantum EmbeddingsCode0
Quantum Machine Learning Architecture Search via Deep Reinforcement 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