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Quantum Machine Learning

Papers

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Showing 401–450 of 699 papers

TitleStatusHype
A comprehensive review of Quantum Machine Learning: from NISQ to Fault Tolerance—0
Quantum Machine Learning hyperparameter search—0
Quantum Machine Learning Implementations: Proposals and Experiments—0
Quantum Machine Learning in Climate Change and Sustainability: a Review—0
Quantum Machine Learning in Drug Discovery: Applications in Academia and Pharmaceutical Industries—0
Quantum Machine Learning in Healthcare: Evaluating QNN and QSVM Models—0
Quantum Machine Learning in Log-based Anomaly Detection: Challenges and Opportunities—0
Quantum Machine Learning in Precision Medicine and Drug Discovery -- A Game Changer for Tailored Treatments?—0
Quantum Machine Learning in the Cognitive Domain: Alzheimer's Disease Study—0
Quantum Machine Learning Tensor Network States—0
Quantum Machine Learning on Near-Term Quantum Devices: Current State of Supervised and Unsupervised Techniques for Real-World Applications—0
Quantum Machine Learning: Performance and Security Implications in Real-World Applications—0
Quantum Machine Learning: Unveiling Trends, Impacts through Bibliometric Analysis—0
Quantum machine learning with adaptive linear optics—0
Quantum Machine Learning with Application to Progressive Supranuclear Palsy Network Classification—0
Quantum machine learning with differential privacy—0
Quantum machine learning with glow for episodic tasks and decision games—0
Quantum Machine Learning with HQC Architectures using non-Classically Simulable Feature Maps—0
Quantum memristors for neuromorphic quantum machine learning—0
Quantum Mixed-State Self-Attention Network—0
Quantum Model-Discovery—0
Quantum Multi-Agent Meta Reinforcement Learning—0
Quantum Natural Language Processing on Near-Term Quantum Computers—0
Quantum Neural Architecture Search with Quantum Circuits Metric and Bayesian Optimization—0
Quantum Neural Machine Learning - Backpropagation and Dynamics—0
Quantum neural networks force fields generation—0
Quantum Neural Networks under Depolarization Noise: Exploring White-Box Attacks and Defenses—0
Quantum Phase Recognition using Quantum Tensor Networks—0
Quantum Pointwise Convolution: A Flexible and Scalable Approach for Neural Network Enhancement—0
Quantum Polar Metric Learning: Efficient Classically Learned Quantum Embeddings—0
Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for Privacy-preserving Quantum Machine Learning—0
Quantum Recommendation Systems—0
Quantum Ridgelet Transform: Winning Lottery Ticket of Neural Networks with Quantum Computation—0
Quantum Semi-Supervised Kernel Learning—0
Quantum Semi-Supervised Learning with Quantum Supremacy—0
Quantum Speedup in Adaptive Boosting of Binary Classification—0
Quantum Split Neural Network Learning using Cross-Channel Pooling—0
Quantum State Tomography using Quantum Machine Learning—0
Quantum Supervised Learning—0
Quantum tangent kernel—0
Quantum Text Classifier -- A Synchronistic Approach Towards Classical and Quantum Machine Learning—0
Quantum Topological Data Analysis with Linear Depth and Exponential Speedup—0
Quantum-Trained Convolutional Neural Network for Deepfake Audio Detection—0
Quantum Visual Feature Encoding Revisited—0
Quantum vs. Classical Machine Learning Algorithms for Software Defect Prediction: Challenges and Opportunities—0
Qubit-Based Framework for Quantum Machine Learning: Bridging Classical Data and Quantum Algorithms—0
Qubit-Wise Architecture Search Method for Variational Quantum Circuits—0
QuCNN : A Quantum Convolutional Neural Network with Entanglement Based Backpropagation—0
quEEGNet: Quantum AI for Biosignal Processing—0
QuFeX: Quantum feature extraction module for hybrid quantum-classical deep neural networks—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