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Quantum Machine Learning

Papers

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Showing 126–150 of 699 papers

TitleStatusHype
Fourier series weight in quantum machine learningCode0
Guided Quantum Compression for High Dimensional Data ClassificationCode0
Experimental Quantum Generative Adversarial Networks for Image GenerationCode0
Evaluating the Potential of Quantum Machine Learning in Cybersecurity: A Case-Study on PCA-based Intrusion Detection SystemsCode0
Élivágar: Efficient Quantum Circuit Search for ClassificationCode0
The interplay of robustness and generalization in quantum machine learningCode0
Enhancing variational quantum state diagonalization using reinforcement learning techniquesCode0
A quantum-inspired classical algorithm for recommendation systemsCode0
Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray ClassificationCode0
Eigen component analysis: A quantum theory incorporated machine learning technique to find linearly maximum separable componentsCode0
Exploring Channel Distinguishability in Local Neighborhoods of the Model Space in Quantum Neural NetworksCode0
Guided-SPSA: Simultaneous Perturbation Stochastic Approximation assisted by the Parameter Shift RuleCode0
Feature Importance and Explainability in Quantum Machine LearningCode0
Optimal training of variational quantum algorithms without barren plateausCode0
QuantumSEA: In-Time Sparse Exploration for Noise Adaptive Quantum CircuitsCode0
Detecting underdetermination in parameterized quantum circuits—0
A quantum generative model for multi-dimensional time series using Hamiltonian learning—0
DeQompile: quantum circuit decompilation using genetic programming for explainable quantum architecture search—0
Efficient and Effective Quantum Compiling for Entanglement-based Machine Learning on IBM Q Devices—0
A Quantum-Based Machine Learning Approach for Autism Detection Using Common Spatial Patterns of EEG Signals—0
DeepQMLP: A Scalable Quantum-Classical Hybrid DeepNeural Network Architecture for Classification—0
Towards Quantum Graph Neural Networks: An Ego-Graph Learning Approach—0
Data re-uploading in Quantum Machine Learning for time series: application to traffic forecasting—0
Data Efficient Prediction of excited-state properties using Quantum Neural Networks—0
A Hybrid Quantum Neural Network for Split 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