Quantum Machine Learning
4,297 papers
Quantum Machine Learning Research Context
This category covers quantum machine learning research, including quantum kernels, variational classifiers, hybrid learning systems, generative models, and QML benchmarks.
Showing 2221-2232 of 4,297
CHANGING ROLES OF PHOTOGRAPHER IN MEDIA: EVOLUTION AND METHODS IN THE DIGITAL AGE
NUR SHAZLEEN MD YUSOF, JASNI DOLAH, MOHAMAD RIDZUAN ABDUL MUSA
Characterizing out-of-distribution generalization of neural networks: application to the disordered Su-Schrieffer-Heeger model
Kacper Cybiński, Marcin Płodzień, Michał Tomza, Maciej Lewenstein, Alexandre Dauphin, Anna Dawid
Chebyshev approximation and composition of functions in matrix product states for quantum-inspired numerical analysis
Juan José Rodríguez-Aldavero, Paula García-Molina, Luca Tagliacozzo, Juan José García-Ripoll
Chemical Inhibitors in Gas Hydrate Formation: A Review of Modelling Approaches
Njabulo Mziwandile Zulu, Hamed Hashemi, Kaniki Tumba
Classification and reconstruction for single-pixel imaging with classical and quantum neural networks
Sofya Manko, Dmitry Frolovtsev
Combining quantum processors with real-time classical communication.
Carrera Vazquez A, Tornow C, Ristè D, Woerner S, Takita M, Egger DJ.
Comparative Performance Analysis of Quantum Machine Learning Architectures for Credit Card Fraud Detection
Mansour El Alami, Nouhaila Innan, Muhammad Shafique, Mohamed Bennai
Comparative Study of Quantum Transpilers: Evaluating the Performance of qiskit-braket-provider, qBraid-SDK, and Pytket Extensions
Mohamed Messaoud Louamri, Nacer Eddine Belaloui, Abdellah Tounsi, Mohamed Taha Rouabah
Comparing Algorithms for Loading Classical Datasets into Quantum Memory
Andriy Miranskyy, Mushahid Khan, Udson Mendes
Comparing Quantum Encoding Techniques
Nidhi Munikote
Computable Model-Independent Bounds for Adversarial Quantum Machine Learning
Bacui Li, Tansu Alpcan, Chandra Thapa, Udaya Parampalli
Computational Advantage in Hybrid Quantum Neural Networks: Myth or Reality?
Muhammad Kashif, Alberto Marchisio, Muhammad Shafique