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Quantum Machine Learning

Papers

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Showing 426–450 of 699 papers

TitleStatusHype
Shot Optimization in Quantum Machine Learning Architectures to Accelerate Training—0
Quantum machine learning for image classification—0
Learning To Optimize Quantum Neural Network Without Gradients—0
Improving Gradient Methods via Coordinate Transformations: Applications to Quantum Machine Learning—0
Robust Dequantization of the Quantum Singular value Transformation and Quantum Machine Learning Algorithms—0
Quantum Conformal Prediction for Reliable Uncertainty Quantification in Quantum Machine LearningCode0
Model-Driven Quantum Federated Learning (QFL)—0
Quantum Deep Hedging—0
Tetra-AML: Automatic Machine Learning via Tensor Networks—0
A Framework for Demonstrating Practical Quantum Advantage: Racing Quantum against Classical Generative Models—0
Generalization of Quantum Machine Learning Models Using Quantum Fisher Information Metric—0
Tensor networks for quantum machine learning—0
A Single-Step Multiclass SVM based on Quantum Annealing for Remote Sensing Data Classification—0
MAQA: A Quantum Framework for Supervised Learning—0
Challenges and Opportunities in Quantum Machine Learning—0
Automated Vulnerability Detection in Source Code Using Quantum Natural Language Processing—0
Quantum Machine Learning Implementations: Proposals and Experiments—0
Variational Quantum Neural Networks (VQNNS) in Image Classification—0
The Robustness Verification of Linear Sound Quantum Classifiers—0
Enabling Non-Linear Quantum Operations through Variational Quantum Splines—0
Hybrid quantum-classical convolutional neural network for phytoplankton classification—0
Spacetime-Efficient Low-Depth Quantum State Preparation with ApplicationsCode0
On the universality of S_n-equivariant k-body gates—0
Quantum Machine Learning hyperparameter search—0
First steps towards quantum machine learning applied to the classification of event-related potentials—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