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Quantum Machine Learning

Papers

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Showing 76–100 of 699 papers

TitleStatusHype
The role of entanglement for enhancing the efficiency of quantum kernels towards classification—0
Coherent Feed Forward Quantum Neural Network—0
Adversarial Quantum Machine Learning: An Information-Theoretic Generalization Analysis—0
AutoQML: Automated Quantum Machine Learning for Wi-Fi Integrated Sensing and Communications—0
An efficient quantum algorithm for generative machine learning—0
A Comparative Analysis of Adversarial Robustness for Quantum and Classical Machine Learning Models—0
Adversarial Data Poisoning Attacks on Quantum Machine Learning in the NISQ Era—0
An efficient combination strategy for hybird quantum ensemble classifier—0
A walk through of time series analysis on quantum computers—0
Basic protocols in quantum reinforcement learning with superconducting circuits—0
BEINIT: Avoiding Barren Plateaus in Variational Quantum Algorithms—0
Benchmarking Adversarially Robust Quantum Machine Learning at Scale—0
Benchmarking data encoding methods in Quantum Machine Learning—0
Benchmarking MedMNIST dataset on real quantum hardware—0
An example of use of Variational Methods in Quantum Machine Learning—0
Superposed Parameterised Quantum Circuits—0
Blind quantum machine learning with quantum bipartite correlator—0
Variational quantum algorithm for Gaussian discrete solitons and their boson sampling—0
Brain Tumor Diagnosis Using Quantum Convolutional Neural Networks—0
Bridging Classical and Quantum Machine Learning: Knowledge Transfer From Classical to Quantum Neural Networks Using Knowledge Distillation—0
Bringing Quantum Algorithms to Automated Machine Learning: A Systematic Review of AutoML Frameworks Regarding Extensibility for QML Algorithms—0
Can Feature Engineering Help Quantum Machine Learning for Malware Detection?—0
Can Geometric Quantum Machine Learning Lead to Advantage in Barcode Classification?—0
Case Study-Based Approach of Quantum Machine Learning in Cybersecurity: Quantum Support Vector Machine for Malware Classification and Protection—0
Automatic design of quantum feature maps—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