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Quantum Machine Learning

Papers

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Showing 426–450 of 699 papers

TitleStatusHype
Parameterized Quantum Circuits with Quantum Kernels for Machine Learning: A Hybrid Quantum-Classical Approach—0
Parameterized quantum comb and simpler circuits for reversing unknown qubit-unitary operations—0
Parametric t-Stochastic Neighbor Embedding With Quantum Neural Network—0
Performance Analysis of Quantum Machine Learning Classifiers—0
Permutation-equivariant quantum convolutional neural networks—0
PhishVQC: Optimizing Phishing URL Detection with Correlation Based Feature Selection and Variational Quantum Classifier—0
Photonic Quantum Policy Learning in OpenAI Gym—0
Photovoltaic power forecasting using quantum machine learning—0
Self-Adaptive Physics-Informed Quantum Machine Learning for Solving Differential Equations—0
Potential and limitations of random Fourier features for dequantizing quantum machine learning—0
Practical application improvement to Quantum SVM: theory to practice—0
Predicting Water Quality using Quantum Machine Learning: The Case of the Umgeni Catchment (U20A) Study Region—0
Predictive control of blast furnace temperature in steelmaking with hybrid depth-infused quantum neural networks—0
Predictive Performance of Deep Quantum Data Re-uploading Models—0
Pre-training Tensor-Train Networks Facilitates Machine Learning with Variational Quantum Circuits—0
PristiQ: A Co-Design Framework for Preserving Data Security of Quantum Learning in the Cloud—0
Privacy-preserving quantum federated learning via gradient hiding—0
Projection Valued Measure-based Quantum Machine Learning for Multi-Class Classification—0
Prospects and challenges of quantum finance—0
Prospects of Privacy Advantage in Quantum Machine Learning—0
Non-asymptotic Approximation Error Bounds of Parameterized Quantum Circuits—0
QCS-ADME: Quantum Circuit Search for Drug Property Prediction with Imbalanced Data and Regression Adaptation—0
QDCNN: Quantum Dilated Convolutional Neural Network—0
QEEGNet: Quantum Machine Learning for Enhanced Electroencephalography Encoding—0
QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection—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