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Quantum Machine Learning

Papers

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Showing 151–175 of 699 papers

TitleStatusHype
AQMLator -- An Auto Quantum Machine Learning E-PlatformCode0
QuForge: A Library for Qudits SimulationCode1
A Hybrid Quantum Neural Network for Split Learning—0
Scalable quantum dynamics compilation via quantum machine learning—0
Quantum Machine Learning in Drug Discovery: Applications in Academia and Pharmaceutical Industries—0
LatentQGAN: A Hybrid QGAN with Classical Convolutional Autoencoder—0
Quantum enhanced stratification of Breast Cancer: exploring quantum expressivity for real omics dataCode0
Machine-learning based high-bandwidth magnetic sensingCode0
Quantum Kernel Learning for Small Dataset Modeling in Semiconductor Fabrication: Application to Ohmic Contact—0
Early Detection of Coronary Heart Disease Using Hybrid Quantum Machine Learning Approach—0
Exploring Biological Neuronal Correlations with Quantum Generative Models—0
CompressedMediQ: Hybrid Quantum Machine Learning Pipeline for High-Dimensional Neuroimaging Data—0
Learning Robust Observable to Address Noise in Quantum Machine Learning—0
Generalization Error Bound for Quantum Machine Learning in NISQ Era -- A Survey—0
Training quantum machine learning models on cloud without uploading the dataCode0
Quantum Kernel Methods under Scrutiny: A Benchmarking Study—0
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
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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