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Quantum Machine Learning

Papers

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Showing 176–200 of 699 papers

TitleStatusHype
Benchmarking quantum machine learning kernel training for classification tasksCode0
Distributed and Secure Kernel-Based Quantum Machine LearningCode0
Quantum Gradient Class Activation Map for Model Interpretability—0
Quantum Machine Learning: Performance and Security Implications in Real-World Applications—0
Certifiably Robust Encoding Schemes—0
Discrete Randomized Smoothing Meets Quantum Computing—0
Quantum Long Short-Term Memory for Drug Discovery—0
Reverse Map Projections as Equivariant Quantum EmbeddingsCode0
Quantum Machine Learning Architecture Search via Deep Reinforcement Learning—0
QEEGNet: Quantum Machine Learning for Enhanced Electroencephalography Encoding—0
Hybrid Heuristic Algorithms for Adiabatic Quantum Machine Learning Models—0
Investigating and Mitigating Barren Plateaus in Variational Quantum Circuits: A Survey—0
Quadratic Advantage with Quantum Randomized Smoothing Applied to Time-Series Analysis—0
Quantum Supervised Learning—0
Quantum Computing for Climate Resilience and Sustainability Challenges—0
A Quantum Leaky Integrate-and-Fire Spiking Neuron and NetworkCode1
In Search of Quantum Advantage: Estimating the Number of Shots in Quantum Kernel Methods—0
Quantum Hamiltonian Embedding of Images for Data Reuploading ClassifiersCode0
Quantum Natural Stochastic Pairwise Coordinate DescentCode0
Evaluating the Impact of Different Quantum Kernels on the Classification Performance of Support Vector Machine Algorithm: A Medical Dataset Application—0
Analyzing Machine Learning Performance in a Hybrid Quantum Computing and HPC Environment—0
The Quantum Imitation Game: Reverse Engineering of Quantum Machine Learning Models—0
Hybrid Classical-Quantum architecture for vectorised image classification of hand-written sketches—0
Quantum Machine Learning with Application to Progressive Supranuclear Palsy Network Classification—0
Exploiting the equivalence between quantum neural networks and perceptrons—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