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Quantum Machine Learning

Papers

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Showing 401–425 of 699 papers

TitleStatusHype
Universal adversarial perturbations for multiple classification tasks with quantum classifiers—0
Enhancing variational quantum state diagonalization using reinforcement learning techniquesCode0
SQL2Circuits: Estimating Metrics for SQL Queries with a Quantum Natural Language Processing Method—0
Splitting and Parallelizing of Quantum Convolutional Neural Networks for Learning Translationally Symmetric Data—0
Weight Re-Mapping for Variational Quantum Algorithms—0
Transition Role of Entangled Data in Quantum Machine LearningCode0
Case Study-Based Approach of Quantum Machine Learning in Cybersecurity: Quantum Support Vector Machine for Malware Classification and Protection—0
Exploring the Vulnerabilities of Machine Learning and Quantum Machine Learning to Adversarial Attacks using a Malware Dataset: A Comparative Analysis—0
Shadows of quantum machine learning—0
Improved Financial Forecasting via Quantum Machine Learning—0
Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms—0
Quantum Text Classifier -- A Synchronistic Approach Towards Classical and Quantum Machine Learning—0
On quantum backpropagation, information reuse, and cheating measurement collapse—0
Simulation of a Variational Quantum Perceptron using Grover's Algorithm—0
Pre-training Tensor-Train Networks Facilitates Machine Learning with Variational Quantum Circuits—0
A Novel Stochastic LSTM Model Inspired by Quantum Machine Learning—0
Implications of Deep Circuits in Improving Quality of Quantum Question Answering—0
Enhancing Quantum Support Vector Machines through Variational Kernel Training—0
Architectural Vision for Quantum Computing in the Edge-Cloud ContinuumCode0
Quantum Machine Learning for Malware Classification—0
Efficient information recovery from Pauli noise via classical shadow—0
Can Feature Engineering Help Quantum Machine Learning for Malware Detection?—0
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-based Gradients—0
Quantum Machine Learning Approach for the Prediction of Surface Roughness in Additive Manufactured Specimens—0
QuMoS: A Framework for Preserving Security of Quantum Machine Learning Model—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