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Quantum Machine Learning

Papers

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Showing 576–600 of 699 papers

TitleStatusHype
Adversarial Quantum Machine Learning: An Information-Theoretic Generalization Analysis—0
Adversarial Robustness Guarantees for Quantum Classifiers—0
Adversarial Robustness of Partitioned Quantum Classifiers—0
A Framework for Demonstrating Practical Quantum Advantage: Racing Quantum against Classical Generative Models—0
A Geometric-Aware Perspective and Beyond: Hybrid Quantum-Classical Machine Learning Methods—0
Agnostic Process Tomography—0
A hybrid quantum-classical conditional generative adversarial network algorithm for human-centered paradigm in cloud—0
A Hybrid Quantum Neural Network for Split Learning—0
A Hyperparameter Study for Quantum Kernel Methods—0
AI-driven Reverse Engineering of QML Models—0
A Matrix Product State Model for Simultaneous Classification and Generation—0
A Modified Depolarization Approach for Efficient Quantum Machine Learning—0
Analyzing Machine Learning Performance in a Hybrid Quantum Computing and HPC Environment—0
An Amalgamation of Classical and Quantum Machine Learning For the Classification of Adenocarcinoma and Squamous Cell Carcinoma Patients—0
Analytic theory for the dynamics of wide quantum neural networks—0
An efficient combination strategy for hybird quantum ensemble classifier—0
An efficient quantum algorithm for generative machine learning—0
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-based Gradients—0
An example of use of Variational Methods in Quantum Machine Learning—0
An exponentially-growing family of universal quantum circuits—0
An Exponential Separation Between Quantum and Quantum-Inspired Classical Algorithms for Linear Systems—0
An Independent Implementation of Quantum Machine Learning Algorithms in Qiskit for Genomic Data—0
An Introduction to Quantum Machine Learning for Engineers—0
An Invitation to Distributed Quantum Neural Networks—0
A novel feature selection method based on quantum support vector machine—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