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Quantum Machine Learning

Papers

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Showing 351–375 of 699 papers

TitleStatusHype
Blind quantum machine learning with quantum bipartite correlator—0
A Hyperparameter Study for Quantum Kernel Methods—0
Machine Learning in the Quantum Age: Quantum vs. Classical Support Vector MachinesCode0
Certainty In, Certainty Out: REVQCs for Quantum Machine Learning—0
A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead—0
Quantum Machine Learning in Climate Change and Sustainability: a Review—0
Non-asymptotic Approximation Error Bounds of Parameterized Quantum Circuits—0
Federated Quantum Machine Learning with Differential Privacy—0
Bringing Quantum Algorithms to Automated Machine Learning: A Systematic Review of AutoML Frameworks Regarding Extensibility for QML Algorithms—0
Learning Quantum Processes with Quantum Statistical QueriesCode0
Approximately Equivariant Quantum Neural Network for p4m Group Symmetries in Images—0
Learning unitaries with quantum statistical queries—0
Tensor Ring Optimized Quantum-Enhanced Tensor Neural NetworksCode0
A hybrid quantum-classical conditional generative adversarial network algorithm for human-centered paradigm in cloud—0
Statistical Analysis of Quantum State Learning Process in Quantum Neural NetworksCode0
SLIQ: Quantum Image Similarity Networks on Noisy Quantum ComputersCode0
Expressive variational quantum circuits provide inherent privacy in federated learning—0
Potential and limitations of random Fourier features for dequantizing quantum machine learning—0
Coreset selection can accelerate quantum machine learning models with provable generalization—0
Differentiable Quantum Architecture Search for Quantum Reinforcement Learning—0
Quantum Machine Learning in the Cognitive Domain: Alzheimer's Disease Study—0
All you need is spin: SU(2) equivariant variational quantum circuits based on spin networksCode0
A quantum tug of war between randomness and symmetries on homogeneous spaces—0
Detecting Violations of Differential Privacy for Quantum Algorithms—0
Adversarial attacks on hybrid classical-quantum Deep Learning models for Histopathological Cancer Detection—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