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Quantum Machine Learning

Papers

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Showing 451–500 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
Variational Quantum Kernels with Task-Specific Quantum Metric Learning—0
Reservoir Computing via Quantum Recurrent Neural Networks—0
QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator LearningCode0
eXplainable AI for Quantum Machine Learning—0
Unclonability and Quantum Cryptanalysis: From Foundations to Applications—0
Projection Valued Measure-based Quantum Machine Learning for Multi-Class Classification—0
Classical ensemble of Quantum-classical ML algorithms for Phishing detection in Ethereum transaction networksCode0
Quantum deep recurrent reinforcement learning—0
Towards Quantum-Enabled 6G Slicing—0
Theoretical Guarantees for Permutation-Equivariant Quantum Neural Networks—0
Theory for Equivariant Quantum Neural Networks—0
Representation Theory for Geometric Quantum Machine Learning—0
An efficient combination strategy for hybird quantum ensemble classifier—0
QuCNN : A Quantum Convolutional Neural Network with Entanglement Based Backpropagation—0
quEEGNet: Quantum AI for Biosignal Processing—0
Parameterized Quantum Circuits with Quantum Kernels for Machine Learning: A Hybrid Quantum-Classical Approach—0
Topological data analysis on noisy quantum computers—0
The role of entanglement for enhancing the efficiency of quantum kernels towards classification—0
Quantum-Classical Hybrid Information Processing via a Single Quantum System—0
Exponential concentration in quantum kernel methods—0
Quantum Multi-Agent Meta Reinforcement Learning—0
Heart Disease Detection using Quantum Computing and Partitioned Random Forest Methods—0
Quantum Bayesian Computation—0
Quantum Machine Learning for Material Synthesis and Hardware Security—0
Mixed Quantum-Classical Method For Fraud Detection with Quantum Feature Selection—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