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Quantum Machine Learning

Papers

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Showing 101–125 of 699 papers

TitleStatusHype
Opportunities and limitations of explaining quantum machine learning—0
Quantum Machine Learning in Log-based Anomaly Detection: Challenges and Opportunities—0
QuLTSF: Long-Term Time Series Forecasting with Quantum Machine LearningCode0
Evolutionary Optimization for Designing Variational Quantum Circuits with High Model Capacity—0
Optimizing Hyperparameters for Quantum Data Re-Uploaders in Calorimetric Particle Identification—0
Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise—0
The Stabilizer Bootstrap of Quantum Machine Learning with up to 10000 qubits—0
Data Efficient Prediction of excited-state properties using Quantum Neural Networks—0
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
Lean classical-quantum hybrid neural network model for image classification—0
Reinforcement learning to learn quantum states for Heisenberg scaling accuracyCode0
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
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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