SOTAVerified

Quantum Machine Learning

Papers

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Showing 276–300 of 699 papers

TitleStatusHype
A walk through of time series analysis on quantum computers—0
Evaluating Efficacy of Model Stealing Attacks and Defenses on Quantum Neural Networks—0
Estimating the randomness of quantum circuit ensembles up to 50 qubits—0
AutoQML: Automated Quantum Machine Learning for Wi-Fi Integrated Sensing and Communications—0
An efficient quantum algorithm for generative machine learning—0
Adversarial Quantum Machine Learning: An Information-Theoretic Generalization Analysis—0
Entangled Threats: A Unified Kill Chain Model for Quantum Machine Learning Security—0
EnQode: Fast Amplitude Embedding for Quantum Machine Learning Using Classical Data—0
An efficient combination strategy for hybird quantum ensemble classifier—0
Enhancing Quantum Support Vector Machines through Variational Kernel Training—0
Automatic design of quantum feature maps—0
Enhancing Quantum Adversarial Robustness by Randomized Encodings—0
Enhancing Generative Models via Quantum Correlations—0
Automated Vulnerability Detection in Source Code Using Quantum Natural Language Processing—0
Analytic theory for the dynamics of wide quantum neural networks—0
Adversarial Data Poisoning Attacks on Quantum Machine Learning in the NISQ Era—0
A Comparative Analysis of Adversarial Robustness for Quantum and Classical Machine Learning Models—0
Superposed Parameterised Quantum Circuits—0
Enhanced Quantum Synchronization via Quantum Machine Learning—0
Enabling Non-Linear Quantum Operations through Variational Quantum Splines—0
Asynchronous training of quantum reinforcement learning—0
Empowering Credit Scoring Systems with Quantum-Enhanced Machine Learning—0
Empirical Quantum Advantage Analysis of Quantum Kernel in Gene Expression Data—0
A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead—0
An Amalgamation of Classical and Quantum Machine Learning For the Classification of Adenocarcinoma and Squamous Cell Carcinoma Patients—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