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Quantum Machine Learning

Papers

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Showing 501–550 of 699 papers

TitleStatusHype
Measuring incompatibility and clustering quantum observables with a quantum switch—0
On establishing learning separations between classical and quantum machine learning with classical data—0
An example of use of Variational Methods in Quantum Machine Learning—0
Active Learning on a Programmable Photonic Quantum Processor—0
Verifying Fairness in Quantum Machine LearningCode0
Quantum Machine Learning for Distributed Quantum Protocols with Local Operations and Noisy Classical CommunicationsCode0
Quantum Feature Extraction for THz Multi-Layer Imaging—0
Towards Super-polynomial Quantum Speedup of Equivariant Quantum Algorithms with SU(d) Symmetry—0
QSAN: A Near-term Achievable Quantum Self-Attention Network—0
A single T-gate makes distribution learning hard—0
Variational Quantum Approximate Support Vector Machine with Inference TransferCode0
Quantum Neural Architecture Search with Quantum Circuits Metric and Bayesian Optimization—0
Classical surrogates for quantum learning models—0
Quantum-machine-learning channel discrimination—0
Hyperparameter Importance of Quantum Neural Networks Across Small Datasets—0
Laziness, Barren Plateau, and Noise in Machine Learning—0
Recent Advances for Quantum Neural Networks in Generative Learning—0
Overfitting in quantum machine learning and entangling dropout—0
Quantum Kerr Learning—0
Estimating the randomness of quantum circuit ensembles up to 50 qubits—0
Machine learning applications for noisy intermediate-scale quantum computers—0
AutoQML: Automated Quantum Machine Learning for Wi-Fi Integrated Sensing and Communications—0
Evolution strategies: Application in hybrid quantum-classical neural networks—0
Design and Implementation of a Quantum Kernel for Natural Language ProcessingCode0
Exploiting symmetry in variational quantum machine learning—0
An Introduction to Quantum Machine Learning for Engineers—0
Incremental Data-Uploading for Full-Quantum Classification—0
Quantum Extremal Learning—0
Group-Invariant Quantum Machine Learning—0
A walk through of time series analysis on quantum computers—0
BEINIT: Avoiding Barren Plateaus in Variational Quantum Algorithms—0
Quantum-classical convolutional neural networks in radiological image classification—0
Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning—0
Quantum Semi-Supervised Kernel Learning—0
Out-of-distribution generalization for learning quantum dynamics—0
Dynamical simulation via quantum machine learning with provable generalization—0
A quantum generative model for multi-dimensional time series using Hamiltonian learning—0
QuiKo: A Quantum Beat Generation Application—0
Quantum Machine Learning Framework for Virtual Screening in Drug Discovery: a Prospective Quantum Advantage—0
Security Aspects of Quantum Machine Learning: Opportunities, Threats and Defenses—0
Experimental quantum adversarial learning with programmable superconducting qubits—0
Analytic theory for the dynamics of wide quantum neural networks—0
Multiclass classification using quantum convolutional neural networks with hybrid quantum-classical learning—0
Quantum continual learning of quantum data realizing knowledge backward transfer—0
Compositional optimization of quantum circuits for quantum kernels of support vector machines—0
High Dimensional Quantum Machine Learning With Small Quantum Computers—0
Policy Gradients using Variational Quantum Circuits—0
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits—0
Quantum neural networks force fields generation—0
Optimal quantum dataset for learning a unitary transformation—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