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Quantum Machine Learning

Papers

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Showing 226–250 of 699 papers

TitleStatusHype
QEEGNet: Quantum Machine Learning for Enhanced Electroencephalography Encoding—0
Hybrid Heuristic Algorithms for Adiabatic Quantum Machine Learning Models—0
Quadratic Advantage with Quantum Randomized Smoothing Applied to Time-Series Analysis—0
Investigating and Mitigating Barren Plateaus in Variational Quantum Circuits: A Survey—0
Quantum Supervised Learning—0
Quantum Computing for Climate Resilience and Sustainability Challenges—0
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
Quantum Curriculum Learning—0
Flood Prediction Using Classical and Quantum Machine Learning Models—0
Harnessing Quantum Support Vector Machines for Cross-Domain Classification of Quantum StatesCode0
Quantum Machine Learning: The Superhero That Classical Machine Learning Never Knew It NeededCode0
A Matrix Product State Model for Simultaneous Classification and Generation—0
Machine Learning Applications of Quantum Computing: A Review—0
On the relation between trainability and dequantization of variational quantum learning models—0
Reinforcement learning-based architecture search for quantum machine learning—0
Statistics-Informed Parameterized Quantum Circuit via Maximum Entropy Principle for Data Science and Finance—0
Quantum Visual Feature Encoding Revisited—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