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Quantum Machine Learning

Papers

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Showing 151–175 of 699 papers

TitleStatusHype
Experimental Machine Learning with Classical and Quantum Data via NMR Quantum Kernels—0
Regression and Classification with Single-Qubit Quantum Neural Networks—0
Mitigating exponential concentration in covariant quantum kernels for subspace and real-world data—0
Quantum vs. Classical Machine Learning Algorithms for Software Defect Prediction: Challenges and Opportunities—0
LEP-QNN: Loan Eligibility Prediction Using Quantum Neural Networks—0
Reinforcement learning to learn quantum states for Heisenberg scaling accuracyCode0
Lean classical-quantum hybrid neural network model for image classification—0
Quantum Pointwise Convolution: A Flexible and Scalable Approach for Neural Network Enhancement—0
The role of data-induced randomness in quantum machine learning classification tasks—0
Predicting Water Quality using Quantum Machine Learning: The Case of the Umgeni Catchment (U20A) Study Region—0
Integrating Machine Learning and Quantum Circuits for Proton Affinity Predictions—0
Mixed-State Quantum Denoising Diffusion Probabilistic Model—0
A quantum inspired predictor of Parkinsons disease built on a diverse, multimodal dataset—0
Adversarial Data Poisoning Attacks on Quantum Machine Learning in the NISQ Era—0
Quantum Kernel-Based Long Short-term Memory—0
Digital-Analog Quantum Machine Learning—0
Quantum Machine Learning: An Interplay Between Quantum Computing and Machine Learning—0
Leveraging Pre-Trained Neural Networks to Enhance Machine Learning with Variational Quantum Circuits—0
Computable Model-Independent Bounds for Adversarial Quantum Machine Learning—0
Understanding Generalization in Quantum Machine Learning with Margins—0
Empirical Quantum Advantage Analysis of Quantum Kernel in Gene Expression Data—0
Quantum Diffusion Models for Few-Shot Learning—0
Expressivity of deterministic quantum computation with one qubit—0
Performance Analysis of Hybrid Quantum-Classical Convolutional Neural Networks for Audio ClassificationCode0
An Exponential Separation Between Quantum and Quantum-Inspired Classical Algorithms for Linear Systems—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