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Quantum Machine Learning

Papers

Showing 651699 of 699 papers

TitleStatusHype
Statistical Analysis of Quantum State Learning Process in Quantum Neural NetworksCode0
Training quantum machine learning models on cloud without uploading the dataCode0
Architectural Vision for Quantum Computing in the Edge-Cloud ContinuumCode0
Distributed and Secure Kernel-Based Quantum Machine LearningCode0
Classical ensemble of Quantum-classical ML algorithms for Phishing detection in Ethereum transaction networksCode0
AutoQML: A Framework for Automated Quantum Machine LearningCode0
q-means: A quantum algorithm for unsupervised machine learningCode0
A Parameter-Efficient Quantum Anomaly Detection Method on a Superconducting Quantum ProcessorCode0
An Efficient Quantum Classifier Based on Hamiltonian RepresentationsCode0
Quantum Machine Learning: The Superhero That Classical Machine Learning Never Knew It NeededCode0
Quantum Hamiltonian Embedding of Images for Data Reuploading ClassifiersCode0
Multi-Scale Feature Fusion Quantum Depthwise Convolutional Neural Networks for Text ClassificationCode0
A rigorous and robust quantum speed-up in supervised machine learningCode0
The Inductive Bias of Quantum KernelsCode0
Élivágar: Efficient Quantum Circuit Search for ClassificationCode0
Training robust and generalizable quantum modelsCode0
Neural Networks for Programming Quantum AnnealersCode0
Quantum adiabatic machine learning with zoomingCode0
QuLTSF: Long-Term Time Series Forecasting with Quantum Machine LearningCode0
Variational Quantum Circuits for Quantum State TomographyCode0
Quorum: Zero-Training Unsupervised Anomaly Detection using Quantum AutoencodersCode0
QuXAI: Explainers for Hybrid Quantum Machine Learning ModelsCode0
Discriminating Quantum States with Quantum Machine LearningCode0
On Optimizing Hyperparameters for Quantum Neural NetworksCode0
Sub-universal variational circuits for combinatorial optimization problemsCode0
SEQUENT: Towards Traceable Quantum Machine Learning using Sequential Quantum Enhanced TrainingCode0
Transforming Traditional Neural Networks into Neuromorphic Quantum-Cognitive Models: A Tutorial with ApplicationsCode0
Recurrent Quantum Neural NetworksCode0
Quantum Natural Stochastic Pairwise Coordinate DescentCode0
All you need is spin: SU(2) equivariant variational quantum circuits based on spin networksCode0
Transition Role of Entangled Data in Quantum Machine LearningCode0
The interplay of robustness and generalization in quantum machine learningCode0
Quantum enhancements for deep reinforcement learning in large spacesCode0
Quantum Neuron: an elementary building block for machine learning on quantum computersCode0
Quantum One-class Classification With a Distance-based ClassifierCode0
Importance of Kernel Bandwidth in Quantum Machine LearningCode0
Quantum Patch-Based Autoencoder for Anomaly SegmentationCode0
Benchmarking quantum machine learning kernel training for classification tasksCode0
Optimal training of variational quantum algorithms without barren plateausCode0
Quantum Perceptron Revisited: Computational-Statistical TradeoffsCode0
Reinforcement learning to learn quantum states for Heisenberg scaling accuracyCode0
Reinforcement Learning with Quantum Variational CircuitsCode0
Distributed Quantum Neural Networks via Partitioned Features EncodingCode0
Quantum Conformal Prediction for Reliable Uncertainty Quantification in Quantum Machine LearningCode0
Information-theoretic bounds on quantum advantage in machine learningCode0
A general learning scheme for classical and quantum Ising machinesCode0
Integrated Encoding and Quantization to Enhance Quanvolutional Neural NetworksCode0
Verifying Fairness in Quantum Machine LearningCode0
SLIQ: Quantum Image Similarity Networks on Noisy Quantum ComputersCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Quantum Neural NetworkF1 score0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Best ModelAverage F11Unverified