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Quantum Machine Learning

Papers

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Showing 101–125 of 699 papers

TitleStatusHype
Challenges and Opportunities in Quantum Machine Learning—0
An efficient quantum algorithm for generative machine learning—0
A Novel Image Classification Framework Based on Variational Quantum Algorithms—0
Classical surrogates for quantum learning models—0
Classification of the Fashion-MNIST Dataset on a Quantum Computer—0
Classification with Quantum Machine Learning: A Survey—0
Coherent Feed Forward Quantum Neural Network—0
Comparative Analysis of Black Hole Mass Estimation in Type-2 AGNs: Classical vs. Quantum Machine Learning and Deep Learning Approaches—0
Comparative Analysis of Quantum and Classical Support Vector Classifiers for Software Bug Prediction: An Exploratory Study—0
Comparative Performance Analysis of Quantum Machine Learning Architectures for Credit Card Fraud Detection—0
Component Based Quantum Machine Learning Explainability—0
CompressedMediQ: Hybrid Quantum Machine Learning Pipeline for High-Dimensional Neuroimaging Data—0
A Comparative Analysis of Adversarial Robustness for Quantum and Classical Machine Learning Models—0
Constructing Optimal Noise Channels for Enhanced Robustness in Quantum Machine Learning—0
Quantum continual learning of quantum data realizing knowledge backward transfer—0
Coreset selection can accelerate quantum machine learning models with provable generalization—0
Adversarial Data Poisoning Attacks on Quantum Machine Learning in the NISQ Era—0
Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise—0
An efficient combination strategy for hybird quantum ensemble classifier—0
Data re-uploading in Quantum Machine Learning for time series: application to traffic forecasting—0
Superposed Parameterised Quantum Circuits—0
DeepQMLP: A Scalable Quantum-Classical Hybrid DeepNeural Network Architecture for Classification—0
Automatic design of quantum feature maps—0
DeQompile: quantum circuit decompilation using genetic programming for explainable quantum architecture search—0
Automated Vulnerability Detection in Source Code Using Quantum Natural Language Processing—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