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Quantum Machine Learning

Papers

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Showing 451–475 of 699 papers

TitleStatusHype
Fourier series weight in quantum machine learningCode0
Towards interpretable quantum machine learning via single-photon quantum walks—0
Quantum Ridgelet Transform: Winning Lottery Ticket of Neural Networks with Quantum Computation—0
Learning Quantum Processes with Memory -- Quantum Recurrent Neural NetworksCode0
The quantum cost function concentration dependency on the parametrization expressivity—0
Hybrid quantum-classical convolutional neural networks to improve molecular protein binding affinity predictions—0
Quantum-inspired tensor network for Earth science—0
Asynchronous training of quantum reinforcement learning—0
VQNet 2.0: A New Generation Machine Learning Framework that Unifies Classical and Quantum—0
SEQUENT: Towards Traceable Quantum Machine Learning using Sequential Quantum Enhanced TrainingCode0
Quantum Machine Learning Applied to the Classification of Diabetes—0
Restricting to the chip architecture maintains the quantum neural network accuracyCode0
Improving Convergence for Quantum Variational Classifiers using Weight Re-Mapping—0
The Quantum Path Kernel: a Generalized Quantum Neural Tangent Kernel for Deep Quantum Machine Learning—0
Harmonic (Quantum) Neural Networks—0
Quantum Phase Recognition using Quantum Tensor Networks—0
Enhancing Quantum Adversarial Robustness by Randomized Encodings—0
An exponentially-growing family of universal quantum circuits—0
Numerical evidence against advantage with quantum fidelity kernels on classical data—0
Software Simulation and Visualization of Quantum Multi-Drone Reinforcement Learning—0
Benchmarking Adversarially Robust Quantum Machine Learning at Scale—0
An Invitation to Distributed Quantum Neural Networks—0
Quantum Split Neural Network Learning using Cross-Channel Pooling—0
Hybrid quantum neural network for drug response prediction—0
Resource frugal optimizer for 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