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Quantum Machine Learning

Papers

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Showing 526–550 of 699 papers

TitleStatusHype
Toward Practical Quantum Machine Learning: A Novel Hybrid Quantum LSTM for Fraud Detection—0
Towards an in-depth detection of malware using distributed QCNN—0
Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning—0
Towards quantum advantage via topological data analysis—0
Towards Quantum-Enabled 6G Slicing—0
Towards Quantum Machine Learning with Tensor Networks—0
Towards structure-preserving quantum encodings—0
Towards Transfer Learning for Large-Scale Image Classification Using Annealing-based Quantum Boltzmann Machines—0
Towards understanding the power of quantum kernels in the NISQ era—0
TQml Simulator: Optimized Simulation of Quantum Machine Learning—0
Training-efficient density quantum machine learning—0
Training Hybrid Classical-Quantum Classifiers via Stochastic Variational Optimization—0
Transfer Learning for Quantum Classifiers: An Information-Theoretic Generalization Analysis—0
Unclonability and Quantum Cryptanalysis: From Foundations to Applications—0
Understanding Generalization in Quantum Machine Learning with Margins—0
Unifying (Quantum) Statistical and Parametrized (Quantum) Algorithms—0
Universal Adversarial Examples and Perturbations for Quantum Classifiers—0
Universal adversarial perturbations for multiple classification tasks with quantum classifiers—0
Universal Approximation Property of Quantum Machine Learning Models in Quantum-Enhanced Feature Spaces—0
Universal discriminative quantum neural networks—0
Universal replication of chaotic characteristics by classical and quantum machine learning—0
Unleashing the Expressive Power of Pulse-Based Quantum Neural Networks—0
Using Quantum Solved Deep Boltzmann Machines to Increase the Data Efficiency of RL Agents—0
Variational decision diagrams for quantum-inspired machine learning applications—0
Variational Quantum Cloning: Improving Practicality for Quantum Cryptanalysis—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