SOTAVerified

Quantum Machine Learning

Papers

Showing 301325 of 699 papers

TitleStatusHype
Assessing the Impact of Noise on Quantum Neural Networks: An Experimental Analysis0
Quantum-Enhanced Support Vector Machine for Large-Scale Stellar Classification with GPU Acceleration0
Training robust and generalizable quantum modelsCode0
Symmetry-invariant quantum machine learning force fields0
Quantum-Assisted Simulation: A Framework for Developing Machine Learning Models in Quantum Computing0
sQUlearn -- A Python Library for Quantum Machine LearningCode1
Quantum Machine Learning for Remote Sensing: Exploring potential and challenges0
3D-QAE: Fully Quantum Auto-Encoding of 3D Point Clouds0
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures0
Expressibility-induced Concentration of Quantum Neural Tangent Kernels0
Hybrid quantum image classification and federated learning for hepatic steatosis diagnosis0
Learning quantum states and unitaries of bounded gate complexityCode0
A general learning scheme for classical and quantum Ising machinesCode0
Unifying (Quantum) Statistical and Parametrized (Quantum) Algorithms0
Quantum Long Short-Term Memory (QLSTM) vs Classical LSTM in Time Series Forecasting: A Comparative Study in Solar Power Forecasting0
Blind quantum machine learning with quantum bipartite correlator0
A Hyperparameter Study for Quantum Kernel Methods0
Machine Learning in the Quantum Age: Quantum vs. Classical Support Vector MachinesCode0
Certainty In, Certainty Out: REVQCs for Quantum Machine Learning0
A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead0
Quantum Machine Learning in Climate Change and Sustainability: a Review0
Non-asymptotic Approximation Error Bounds of Parameterized Quantum Circuits0
Federated Quantum Machine Learning with Differential Privacy0
Generative quantum machine learning via denoising diffusion probabilistic modelsCode1
Bringing Quantum Algorithms to Automated Machine Learning: A Systematic Review of AutoML Frameworks Regarding Extensibility for QML Algorithms0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Quantum Neural NetworkF1 score0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Best ModelAverage F11Unverified