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Quantum Machine Learning

Papers

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Showing 176–200 of 699 papers

TitleStatusHype
A novel feature selection method based on quantum support vector machine—0
Certainty In, Certainty Out: REVQCs for Quantum Machine Learning—0
Case Study-Based Approach of Quantum Machine Learning in Cybersecurity: Quantum Support Vector Machine for Malware Classification and Protection—0
An Invitation to Distributed Quantum Neural Networks—0
A Framework for Demonstrating Practical Quantum Advantage: Racing Quantum against Classical Generative Models—0
Can Geometric Quantum Machine Learning Lead to Advantage in Barcode Classification?—0
Can Feature Engineering Help Quantum Machine Learning for Malware Detection?—0
An Introduction to Quantum Machine Learning for Engineers—0
Bringing Quantum Algorithms to Automated Machine Learning: A Systematic Review of AutoML Frameworks Regarding Extensibility for QML Algorithms—0
Exponential separations between classical and quantum learners—0
Bridging Classical and Quantum Machine Learning: Knowledge Transfer From Classical to Quantum Neural Networks Using Knowledge Distillation—0
An Independent Implementation of Quantum Machine Learning Algorithms in Qiskit for Genomic Data—0
Active Learning on a Programmable Photonic Quantum Processor—0
VQC-MLPNet: An Unconventional Hybrid Quantum-Classical Architecture for Scalable and Robust Quantum Machine Learning—0
Certifiably Robust Encoding Schemes—0
Exponential Error Convergence in Data Classification with Optimized Random Features: Acceleration by Quantum Machine Learning—0
Expressibility-induced Concentration of Quantum Neural Tangent Kernels—0
Expressive equivalence of classical and quantum restricted Boltzmann machines—0
Exponential concentration in quantum kernel methods—0
Expressive variational quantum circuits provide inherent privacy in federated learning—0
Expressivity of deterministic quantum computation with one qubit—0
Facial Expression Recognition on a Quantum Computer—0
Learning with Optimized Random Features: Exponential Speedup by Quantum Machine Learning without Sparsity and Low-Rank Assumptions—0
Statistical Limits of Supervised Quantum Learning—0
Brain Tumor Diagnosis Using Quantum Convolutional Neural Networks—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