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Quantum Machine Learning

Papers

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Showing 301–325 of 699 papers

TitleStatusHype
Machine Learning Phase Transitions with a Quantum Processor—0
Machine Learning for Quantum Computing Specialists—0
A supervised hybrid quantum machine learning solution to the emergency escape routing problem—0
Machine Learning Applications of Quantum Computing: A Review—0
Machine learning applications for noisy intermediate-scale quantum computers—0
Efficient Quantum Circuits for Machine Learning Activation Functions including Constant T-depth ReLU—0
Lorentz-Equivariant Quantum Graph Neural Network for High-Energy Physics—0
Assessing the Impact of Noise on Quantum Neural Networks: An Experimental Analysis—0
Analyzing Machine Learning Performance in a Hybrid Quantum Computing and HPC Environment—0
Adversarial attacks on hybrid classical-quantum Deep Learning models for Histopathological Cancer Detection—0
MAQA: A Quantum Framework for Supervised Learning—0
Measuring incompatibility and clustering quantum observables with a quantum switch—0
Method for noise-induced regularization in quantum neural networks—0
Mitigating exponential concentration in covariant quantum kernels for subspace and real-world data—0
Mixed Quantum-Classical Method For Fraud Detection with Quantum Feature Selection—0
Mixed-State Quantum Denoising Diffusion Probabilistic Model—0
Model-Driven Quantum Federated Learning (QFL)—0
Modeling Feature Maps for Quantum Machine Learning—0
Modeling Quantum Machine Learning for Genomic Data Analysis—0
Molecular Quantum Transformer—0
MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers—0
Multiclass classification using quantum convolutional neural networks with hybrid quantum-classical learning—0
Multi-Omic and Quantum Machine Learning Integration for Lung Subtypes Classification—0
Multiple Embeddings for Quantum Machine Learning—0
Leveraging Pre-Trained Neural Networks to Enhance Machine Learning with Variational Quantum Circuits—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