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Quantum Machine Learning

Papers

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Showing 326–350 of 699 papers

TitleStatusHype
Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly—0
Privacy-preserving quantum federated learning via gradient hiding—0
Advantage of Quantum Machine Learning from General Computational Advantages—0
Quantum Polar Metric Learning: Efficient Classically Learned Quantum Embeddings—0
Hybrid Quantum Neural Network in High-dimensional Data Classification—0
Impact of Data Augmentation on QCNNs—0
Quantum Kernel t-Distributed Stochastic Neighbor Embedding—0
A novel feature selection method based on quantum support vector machine—0
Quantum Neural Networks under Depolarization Noise: Exploring White-Box Attacks and Defenses—0
Towards Transfer Learning for Large-Scale Image Classification Using Annealing-based Quantum Boltzmann Machines—0
Assessing the Impact of Noise on Quantum Neural Networks: An Experimental Analysis—0
Bridging Classical and Quantum Machine Learning: Knowledge Transfer From Classical to Quantum Neural Networks Using Knowledge Distillation—0
Quantum-Enhanced Support Vector Machine for Large-Scale Stellar Classification with GPU Acceleration—0
Training robust and generalizable quantum modelsCode0
Symmetry-invariant quantum machine learning force fields—0
Quantum-Assisted Simulation: A Framework for Developing Machine Learning Models in Quantum Computing—0
Quantum Machine Learning for Remote Sensing: Exploring potential and challenges—0
3D-QAE: Fully Quantum Auto-Encoding of 3D Point Clouds—0
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures—0
Expressibility-induced Concentration of Quantum Neural Tangent Kernels—0
Hybrid quantum image classification and federated learning for hepatic steatosis diagnosis—0
Learning quantum states and unitaries of bounded gate complexityCode0
A general learning scheme for classical and quantum Ising machinesCode0
Unifying (Quantum) Statistical and Parametrized (Quantum) Algorithms—0
Quantum Long Short-Term Memory (QLSTM) vs Classical LSTM in Time Series Forecasting: A Comparative Study in Solar Power Forecasting—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