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Quantum Machine Learning

Papers

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Showing 151–175 of 699 papers

TitleStatusHype
Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise—0
Coreset selection can accelerate quantum machine learning models with provable generalization—0
Quantum continual learning of quantum data realizing knowledge backward transfer—0
Approximately Equivariant Quantum Neural Network for p4m Group Symmetries in Images—0
A hybrid quantum-classical conditional generative adversarial network algorithm for human-centered paradigm in cloud—0
Constructing Optimal Noise Channels for Enhanced Robustness in Quantum Machine Learning—0
Computable Model-Independent Bounds for Adversarial Quantum Machine Learning—0
CompressedMediQ: Hybrid Quantum Machine Learning Pipeline for High-Dimensional Neuroimaging Data—0
Component Based Quantum Machine Learning Explainability—0
Agnostic Process Tomography—0
Addressing the Current Challenges of Quantum Machine Learning through Multi-Chip Ensembles—0
3D-QAE: Fully Quantum Auto-Encoding of 3D Point Clouds—0
Comparative Performance Analysis of Quantum Machine Learning Architectures for Credit Card Fraud Detection—0
Comparative Analysis of Quantum and Classical Support Vector Classifiers for Software Bug Prediction: An Exploratory Study—0
Application of quantum machine learning using quantum kernel algorithms on multiclass neuron M type classification—0
Comparative Analysis of Black Hole Mass Estimation in Type-2 AGNs: Classical vs. Quantum Machine Learning and Deep Learning Approaches—0
Coherent Feed Forward Quantum Neural Network—0
A Geometric-Aware Perspective and Beyond: Hybrid Quantum-Classical Machine Learning Methods—0
Classification with Quantum Machine Learning: A Survey—0
Classification of the Fashion-MNIST Dataset on a Quantum Computer—0
A Novel Stochastic LSTM Model Inspired by Quantum Machine Learning—0
Classical surrogates for quantum learning models—0
A Novel Image Classification Framework Based on Variational Quantum Algorithms—0
Adaptive Non-local Observable on Quantum Neural Networks—0
Challenges and Opportunities in Quantum Machine Learning—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