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Quantum Machine Learning

Papers

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Showing 176–200 of 699 papers

TitleStatusHype
Experimental Machine Learning with Classical and Quantum Data via NMR Quantum Kernels—0
Experimental quantum adversarial learning with programmable superconducting qubits—0
Benchmarking data encoding methods in Quantum Machine Learning—0
Experimental robustness benchmark of quantum neural network on a superconducting quantum processor—0
eXplainable AI for Quantum Machine Learning—0
Arbitrary Polynomial Separations in Trainable Quantum Machine Learning—0
Exploiting symmetry in variational quantum machine learning—0
Federated Quantum Machine Learning with Differential Privacy—0
Exploring Biological Neuronal Correlations with Quantum Generative Models—0
Blind quantum machine learning with quantum bipartite correlator—0
Exploring the Potential of QEEGNet for Cross-Task and Cross-Dataset Electroencephalography Encoding with Quantum Machine Learning—0
Exploring the Vulnerabilities of Machine Learning and Quantum Machine Learning to Adversarial Attacks using a Malware Dataset: A Comparative Analysis—0
Topological data analysis on noisy quantum computers—0
Exponential concentration in quantum kernel methods—0
Exponential Error Convergence in Data Classification with Optimized Random Features: Acceleration by Quantum Machine Learning—0
Exponential separations between classical and quantum learners—0
Expressibility-induced Concentration of Quantum Neural Tangent Kernels—0
Expressive equivalence of classical and quantum restricted Boltzmann machines—0
A Case For Noisy Shallow Gate-Based Circuits In Quantum Machine Learning—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
Federated 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