SOTAVerified

Quantum Machine Learning

Papers

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Showing 126–150 of 699 papers

TitleStatusHype
Detecting underdetermination in parameterized quantum circuits—0
Enhancing Quantum Support Vector Machines through Variational Kernel Training—0
EnQode: Fast Amplitude Embedding for Quantum Machine Learning Using Classical Data—0
Entangled Threats: A Unified Kill Chain Model for Quantum Machine Learning Security—0
Asynchronous training of quantum reinforcement learning—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
A supervised hybrid quantum machine learning solution to the emergency escape routing problem—0
Assessing the Impact of Noise on Quantum Neural Networks: An Experimental Analysis—0
Analyzing Machine Learning Performance in a Hybrid Quantum Computing and HPC Environment—0
Adversarial attacks on hybrid classical-quantum Deep Learning models for Histopathological Cancer Detection—0
A single T-gate makes distribution learning hard—0
A Single-Step Multiclass SVM based on Quantum Annealing for Remote Sensing Data Classification—0
A Modified Depolarization Approach for Efficient Quantum Machine Learning—0
Dynamical simulation via quantum machine learning with provable generalization—0
Drug Discovery Approaches using Quantum Machine Learning—0
A Matrix Product State Model for Simultaneous Classification and Generation—0
Lean classical-quantum hybrid neural network model for image classification—0
Discrete Randomized Smoothing Meets Quantum Computing—0
Enhanced Quantum Synchronization via Quantum Machine Learning—0
Early Detection of Coronary Heart Disease Using Hybrid Quantum Machine Learning Approach—0
Heart Disease Detection using Quantum Computing and Partitioned Random Forest Methods—0
Early-stage detection of cognitive impairment by hybrid quantum-classical algorithm using resting-state functional MRI time-series—0
EEG-based Dementia Classification Using CS-EMD Synchrony Features and Quantum Machine Learning—0
Enhancing Generative Models via Quantum Correlations—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