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Quantum Machine Learning

Papers

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Showing 201–225 of 699 papers

TitleStatusHype
Federated Quantum Long Short-term Memory (FedQLSTM)—0
Federated Quantum Machine Learning—0
Federated Quantum Machine Learning with Differential Privacy—0
FedQNN: Federated Learning using Quantum Neural Networks—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
Flood Prediction Using Classical and Quantum Machine Learning Models—0
Exponential concentration in quantum kernel methods—0
Brain Tumor Diagnosis Using Quantum Convolutional Neural Networks—0
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits—0
Generalization Error Bound for Quantum Machine Learning in NISQ Era -- A Survey—0
Generalization in quantum machine learning from few training data—0
Generalization in Quantum Machine Learning: a Quantum Information Perspective—0
Topological data analysis on noisy quantum computers—0
Exploring the Vulnerabilities of Machine Learning and Quantum Machine Learning to Adversarial Attacks using a Malware Dataset: A Comparative Analysis—0
Variational quantum algorithm for Gaussian discrete solitons and their boson sampling—0
Geometric quantum machine learning of BQP^A protocols and latent graph classifiers—0
GQHAN: A Grover-inspired Quantum Hard Attention Network—0
Graph Neural Networks for Parameterized Quantum Circuits Expressibility Estimation—0
Graph Neural Networks on Quantum Computers—0
Group-Invariant Quantum Machine Learning—0
An Exponential Separation Between Quantum and Quantum-Inspired Classical Algorithms for Linear Systems—0
Exploring the Potential of QEEGNet for Cross-Task and Cross-Dataset Electroencephalography Encoding with Quantum Machine Learning—0
Blind quantum machine learning with quantum bipartite correlator—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