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Quantum Machine Learning

Papers

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Showing 551–575 of 699 papers

TitleStatusHype
Generalization in quantum machine learning from few training data—0
Importance of Kernel Bandwidth in Quantum Machine LearningCode0
Representation Learning via Quantum Neural Tangent Kernels—0
Quantum tangent kernel—0
QDCNN: Quantum Dilated Convolutional Neural Network—0
Subtleties in the trainability of quantum machine learning models—0
Quantum machine learning beyond kernel methodsCode1
Variational quantum algorithm for Gaussian discrete solitons and their boson sampling—0
Performance Analysis of Quantum Machine Learning Classifiers—0
Image Compression and Classification Using Qubits and Quantum Deep Learning—0
Quantum Semi-Supervised Learning with Quantum Supremacy—0
Quantum Machine Learning for Finance—0
Entangled Datasets for Quantum Machine LearningCode1
Quantum-Classical Hybrid Machine Learning for Image Classification (ICCAD Special Session Paper)—0
Optimizing Quantum Variational Circuits with Deep Reinforcement LearningCode1
Recent advances for quantum classifiers—0
Photonic Quantum Policy Learning in OpenAI Gym—0
Quantum Machine Learning for Health State Diagnosis and Prognostics—0
New Trends in Quantum Machine Learning—0
Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation—0
Quantum Topological Data Analysis with Linear Depth and Exponential Speedup—0
Quantum Continual Learning Overcoming Catastrophic Forgetting—0
Hybrid Quantum-Classical Neural Network for Incident Detection—0
Quantum machine learning of large datasets using randomized measurementsCode1
Sample Complexity of Learning Parametric 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