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Quantum Machine Learning

Papers

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Showing 501–525 of 699 papers

TitleStatusHype
Measuring incompatibility and clustering quantum observables with a quantum switch—0
On establishing learning separations between classical and quantum machine learning with classical data—0
An example of use of Variational Methods in Quantum Machine Learning—0
Active Learning on a Programmable Photonic Quantum Processor—0
Verifying Fairness in Quantum Machine LearningCode0
Quantum Machine Learning for Distributed Quantum Protocols with Local Operations and Noisy Classical CommunicationsCode0
Quantum Feature Extraction for THz Multi-Layer Imaging—0
Towards Super-polynomial Quantum Speedup of Equivariant Quantum Algorithms with SU(d) Symmetry—0
QSAN: A Near-term Achievable Quantum Self-Attention Network—0
A single T-gate makes distribution learning hard—0
Variational Quantum Approximate Support Vector Machine with Inference TransferCode0
Quantum Neural Architecture Search with Quantum Circuits Metric and Bayesian Optimization—0
Classical surrogates for quantum learning models—0
Quantum-machine-learning channel discrimination—0
Hyperparameter Importance of Quantum Neural Networks Across Small Datasets—0
Laziness, Barren Plateau, and Noise in Machine Learning—0
Recent Advances for Quantum Neural Networks in Generative Learning—0
Overfitting in quantum machine learning and entangling dropout—0
Quantum Kerr Learning—0
Estimating the randomness of quantum circuit ensembles up to 50 qubits—0
Machine learning applications for noisy intermediate-scale quantum computers—0
AutoQML: Automated Quantum Machine Learning for Wi-Fi Integrated Sensing and Communications—0
Evolution strategies: Application in hybrid quantum-classical neural networks—0
Design and Implementation of a Quantum Kernel for Natural Language ProcessingCode0
Exploiting symmetry in variational 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