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Quantum Machine Learning

Papers

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Showing 76–100 of 699 papers

TitleStatusHype
Toward Practical Quantum Machine Learning: A Novel Hybrid Quantum LSTM for Fraud Detection—0
Quantum machine learning framework for longitudinal biomedical studies—0
Quantum Autoencoder for Multivariate Time Series Anomaly Detection—0
Introduction to Quantum Machine Learning and Quantum Architecture Search—0
Adaptive Non-local Observable on Quantum Neural Networks—0
Quorum: Zero-Training Unsupervised Anomaly Detection using Quantum AutoencodersCode0
Predictive control of blast furnace temperature in steelmaking with hybrid depth-infused quantum neural networks—0
An Efficient Quantum Classifier Based on Hamiltonian RepresentationsCode0
DeQompile: quantum circuit decompilation using genetic programming for explainable quantum architecture search—0
Automating quantum feature map design via large language modelsCode0
Quantum Machine Learning: Unveiling Trends, Impacts through Bibliometric Analysis—0
A Geometric-Aware Perspective and Beyond: Hybrid Quantum-Classical Machine Learning Methods—0
Detecting underdetermination in parameterized quantum circuits—0
Quantum Deep Sets and Sequences—0
HQCC: A Hybrid Quantum-Classical Classifier with Adaptive Structure—0
K-P Quantum Neural NetworksCode0
Quantum-Assisted Machine Learning Models for Enhanced Weather Prediction—0
Quantum Doeblin Coefficients: Interpretations and Applications—0
Molecular Quantum Transformer—0
Multiple Embeddings for Quantum Machine Learning—0
Quantum Complex-Valued Self-Attention Model—0
On Quantum Perceptron Learning via Quantum Search—0
EnQode: Fast Amplitude Embedding for Quantum Machine Learning Using Classical Data—0
Single-Qudit Quantum Neural Networks for Multiclass Classification—0
On the status of current quantum machine learning software—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