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Quantum Machine Learning

Papers

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Showing 201–250 of 699 papers

TitleStatusHype
Federated Quantum Long Short-term Memory (FedQLSTM)—0
Federated Quantum Machine Learning—0
Federated Quantum Machine Learning with Differential Privacy—0
FedQNN: Federated Learning using Quantum Neural Networks—0
Expressive equivalence of classical and quantum restricted Boltzmann machines—0
Bringing Quantum Algorithms to Automated Machine Learning: A Systematic Review of AutoML Frameworks Regarding Extensibility for QML Algorithms—0
Expressibility-induced Concentration of Quantum Neural Tangent Kernels—0
Flood Prediction Using Classical and Quantum Machine Learning Models—0
Exponential separations between classical and quantum learners—0
Bridging Classical and Quantum Machine Learning: Knowledge Transfer From Classical to Quantum Neural Networks Using Knowledge Distillation—0
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits—0
Generalization Error Bound for Quantum Machine Learning in NISQ Era -- A Survey—0
Generalization in quantum machine learning from few training data—0
Generalization in Quantum Machine Learning: a Quantum Information Perspective—0
An Independent Implementation of Quantum Machine Learning Algorithms in Qiskit for Genomic Data—0
Active Learning on a Programmable Photonic Quantum Processor—0
VQC-MLPNet: An Unconventional Hybrid Quantum-Classical Architecture for Scalable and Robust Quantum Machine Learning—0
Geometric quantum machine learning of BQP^A protocols and latent graph classifiers—0
GQHAN: A Grover-inspired Quantum Hard Attention Network—0
Graph Neural Networks for Parameterized Quantum Circuits Expressibility Estimation—0
Graph Neural Networks on Quantum Computers—0
Group-Invariant Quantum Machine Learning—0
Certifiably Robust Encoding Schemes—0
Exponential Error Convergence in Data Classification with Optimized Random Features: Acceleration by Quantum Machine Learning—0
Exponential concentration in quantum kernel methods—0
Hardening Quantum Machine Learning Against Adversaries—0
Brain Tumor Diagnosis Using Quantum Convolutional Neural Networks—0
Harnessing Inherent Noises for Privacy Preservation in Quantum Machine Learning—0
Higgs analysis with quantum classifiers—0
High Dimensional Quantum Machine Learning With Small Quantum Computers—0
High-Dimensional Similarity Search with Quantum-Assisted Variational Autoencoder—0
Higher-order topological kernels via quantum computation—0
High-rate discretely-modulated continuous-variable quantum key distribution using quantum machine learning—0
HMAE: Self-Supervised Few-Shot Learning for Quantum Spin Systems—0
Topological data analysis on noisy quantum computers—0
Hybrid Classical-Quantum architecture for vectorised image classification of hand-written sketches—0
Exploring the Vulnerabilities of Machine Learning and Quantum Machine Learning to Adversarial Attacks using a Malware Dataset: A Comparative Analysis—0
Hybrid model of the kernel method for quantum computers—0
Variational quantum algorithm for Gaussian discrete solitons and their boson sampling—0
Hybrid quantum-classical convolutional neural networks to improve molecular protein binding affinity predictions—0
An Exponential Separation Between Quantum and Quantum-Inspired Classical Algorithms for Linear Systems—0
Exploring the Potential of QEEGNet for Cross-Task and Cross-Dataset Electroencephalography Encoding with Quantum Machine Learning—0
Blind quantum machine learning with quantum bipartite correlator—0
Hybrid Quantum-Classical Neural Network for Incident Detection—0
Hybrid Quantum-Classical Stochastic Networks with Boltzmann Layers—0
Hybrid quantum cycle generative adversarial network for small molecule generation—0
Exploring Biological Neuronal Correlations with Quantum Generative Models—0
Hybrid-Quantum Neural Architecture Search for The Proximal Policy Optimization Algorithm—0
Hybrid quantum neural network for drug response prediction—0
Exploiting the equivalence between quantum neural networks and perceptrons—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