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Quantum Machine Learning

Papers

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Showing 451–500 of 699 papers

TitleStatusHype
QUIET-SR: Quantum Image Enhancement Transformer for Single Image Super-Resolution—0
QuiKo: A Quantum Beat Generation Application—0
QuMoS: A Framework for Preserving Security of Quantum Machine Learning Model—0
Radio Signal Classification by Adversarially Robust Quantum Machine Learning—0
Recent advances for quantum classifiers—0
Recent Advances for Quantum Neural Networks in Generative Learning—0
Reformulation of the No-Free-Lunch Theorem for Entangled Data Sets—0
Regression and Classification with Single-Qubit Quantum Neural Networks—0
Towards interpretable quantum machine learning via single-photon quantum walks—0
Reinforcement learning-based architecture search for quantum machine learning—0
Representation Learning via Quantum Neural Tangent Kernels—0
Representation Theory for Geometric Quantum Machine Learning—0
Reservoir Computing via Quantum Recurrent Neural Networks—0
Residual Matrix Product State for Machine Learning—0
Resource-efficient equivariant quantum convolutional neural networks—0
Resource frugal optimizer for quantum machine learning—0
ResQ: A Novel Framework to Implement Residual Neural Networks on Analog Rydberg Atom Quantum Computers—0
Revisiting dequantization and quantum advantage in learning tasks—0
Robust data encodings for quantum classifiers—0
Robust Dequantization of the Quantum Singular value Transformation and Quantum Machine Learning Algorithms—0
Robustness Verification of Quantum Classifiers—0
Sample Complexity of Learning Parametric Quantum Circuits—0
Sampling-based sublinear low-rank matrix arithmetic framework for dequantizing quantum machine learning—0
Satellite image classification with neural quantum kernels—0
Scalable quantum dynamics compilation via quantum machine learning—0
Scalable Variational Quantum Circuits for Autoencoder-based Drug Discovery—0
Security Aspects of Quantum Machine Learning: Opportunities, Threats and Defenses—0
Security Concerns in Quantum Machine Learning as a Service—0
Seismic inversion using hybrid quantum neural networks—0
Semisupervised Anomaly Detection using Support Vector Regression with Quantum Kernel—0
Separable Power of Classical and Quantum Learning Protocols Through the Lens of No-Free-Lunch Theorem—0
Several fitness functions and entanglement gates in quantum kernel generation—0
Shadows of quantum machine learning—0
Shot Optimization in Quantum Machine Learning Architectures to Accelerate Training—0
Simulating a perceptron on a quantum computer—0
Simulation of a Variational Quantum Perceptron using Grover's Algorithm—0
Single-preparation unsupervised quantum machine learning: concepts and applications—0
Single-Qudit Quantum Neural Networks for Multiclass Classification—0
Quantum Algorithms for Structured Prediction—0
Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms—0
Solving machine learning optimization problems using quantum computers—0
Spectral invariance and maximality properties of the frequency spectrum of quantum neural networks—0
Splitting and Parallelizing of Quantum Convolutional Neural Networks for Learning Translationally Symmetric Data—0
SQL2Circuits: Estimating Metrics for SQL Queries with a Quantum Natural Language Processing Method—0
Stability and Generalization of Quantum Neural Networks—0
Statistics-Informed Parameterized Quantum Circuit via Maximum Entropy Principle for Data Science and Finance—0
Stochastic Entanglement Configuration for Constructive Entanglement Topologies in Quantum Machine Learning with Application to Cardiac MRI—0
Streaming IoT Data and the Quantum Edge: A Classic/Quantum Machine Learning Use Case—0
Structural risk minimization for quantum linear classifiers—0
Study of Feature Importance for Quantum Machine Learning Models—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