SOTAVerified

Quantum Machine Learning

Papers

Showing 376400 of 699 papers

TitleStatusHype
Case Study-Based Approach of Quantum Machine Learning in Cybersecurity: Quantum Support Vector Machine for Malware Classification and Protection0
Improved Financial Forecasting via Quantum Machine Learning0
Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms0
Shadows of quantum machine learning0
Exploring the Vulnerabilities of Machine Learning and Quantum Machine Learning to Adversarial Attacks using a Malware Dataset: A Comparative Analysis0
Quantum Convolutional Neural Networks for Multi-Channel Supervised LearningCode1
On quantum backpropagation, information reuse, and cheating measurement collapse0
Quantum Text Classifier -- A Synchronistic Approach Towards Classical and Quantum Machine Learning0
Pre-training Tensor-Train Networks Facilitates Machine Learning with Variational Quantum Circuits0
Simulation of a Variational Quantum Perceptron using Grover's Algorithm0
A Novel Stochastic LSTM Model Inspired by Quantum Machine Learning0
Implications of Deep Circuits in Improving Quality of Quantum Question Answering0
Enhancing Quantum Support Vector Machines through Variational Kernel Training0
Quantum Machine Learning for Malware Classification0
Architectural Vision for Quantum Computing in the Edge-Cloud ContinuumCode0
Efficient information recovery from Pauli noise via classical shadow0
Can Feature Engineering Help Quantum Machine Learning for Malware Detection?0
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-based Gradients0
Quantum Machine Learning Approach for the Prediction of Surface Roughness in Additive Manufactured Specimens0
QuMoS: A Framework for Preserving Security of Quantum Machine Learning Model0
Shot Optimization in Quantum Machine Learning Architectures to Accelerate Training0
Quantum machine learning for image classification0
Learning To Optimize Quantum Neural Network Without Gradients0
Improving Gradient Methods via Coordinate Transformations: Applications to Quantum Machine Learning0
Robust Dequantization of the Quantum Singular value Transformation and Quantum Machine Learning Algorithms0
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Benchmark Results

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