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Quantum Machine Learning

Papers

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Showing 276–300 of 699 papers

TitleStatusHype
Inter-case Predictive Process Monitoring: A candidate for Quantum Machine Learning?—0
Introduction to Quantum Machine Learning and Quantum Architecture Search—0
Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation—0
Improvement in Variational Quantum Algorithms by Measurement Simplification—0
Investigating Quantum Feature Maps in Quantum Support Vector Machines for Lung Cancer Classification—0
Iterative Quantum Feature Maps—0
A Case For Noisy Shallow Gate-Based Circuits In Quantum Machine Learning—0
KACQ-DCNN: Uncertainty-Aware Interpretable Kolmogorov-Arnold Classical-Quantum Dual-Channel Neural Network for Heart Disease Detection—0
Arbitrary Polynomial Separations in Trainable Quantum Machine Learning—0
Distribution alignment based transfer fusion frameworks on quantum devices for seeking quantum advantages—0
Differentiable Quantum Architecture Search for Quantum Reinforcement Learning—0
LatentQGAN: A Hybrid QGAN with Classical Convolutional Autoencoder—0
Laziness, Barren Plateau, and Noise in Machine Learning—0
Drug Discovery Approaches using Quantum Machine Learning—0
Lean classical-quantum hybrid neural network model for image classification—0
Improved Financial Forecasting via Quantum Machine Learning—0
Dynamical simulation via quantum machine learning with provable generalization—0
Learning Robust Observable to Address Noise in Quantum Machine Learning—0
Learning to Measure Quantum Neural Networks—0
Learning To Optimize Quantum Neural Network Without Gradients—0
Learning to Program Quantum Measurements for Machine Learning—0
Learning to Program Variational Quantum Circuits with Fast Weights—0
Learning unitaries with quantum statistical queries—0
LEP-QNN: Loan Eligibility Prediction Using Quantum Neural Networks—0
Diagrammatic Differentiation for Quantum Machine 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