Quantum Machine Learning
3,957 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 529-540 of 3,957
Hybrid Quantum-Classical Algorithm for Robust Optimization via Stochastic-Gradient Online Learning.
Lim D, Doriguello JF, Rebentrost P.
Hybrid quantum-classical generative adversarial networks with transfer learning
Asma Al-Othni, Saif Al-Kuwari, Mohammad Mahdi Nasiri Fatmehsari, Kamila Zaman, Ebrahim Ardeshir-Larijani
Hybrid Quantum-Classical Logistic Regression for Calibrated Classification of Pulsar Candidates
Chanelle Matadah Manfouo, Donovan Slabbert, Prince Koree Osei, Francesco Petruccione
Hybrid Quantum-Classical Machine Learning Algorithms for Multi-Output Time-Series Forecasting at Utility Scale
Mackenson Polché, Varun Puram, Aditi Lal, Weronika Golletz, Joan Étude Arrow, Vardaan Sahgal, Kumar Ghosh, Giorgio Cortiana, Corey O'Meara
Hybrid Quantum-Classical Neural Architecture Search
Alberto Marchisio, Muhammad Kashif, Nouhaila Innan, Muhammad Shafique
Hybrid quantum-classical optimization of the resource scheduling problem
Tyler Christeson, Md Habib Ullah, Ali Arabnya, Amin Khodaei, Rui Fan
Hybrid Quantum-Classical Optimization Workflows for the Shipment Selection Problem
Miguel Angel Lopez-Ruiz, Daiwei Zhu, Jonas Hatzenbuhler, Shudian Zhao, Claudio Girotto, Willie Aboumrad, Jonas Alm, Julia Kompalla, Mena Issler, Ananth Kaushik, Martin Roetteler
Hybrid quantum-classical physics-informed neural networks for solving nonlinear PDEs: when and where hybridization is effective?
Kaveh Zabihi, Hamid Montazeri, Akke S. J. Suiker
Hybrid Quantum-Classical Training in Quantum Neural Networks: A Framework for Bridging Parameterized Quantum Circuits and Classical Optimization
Matthew Busel
Hybrid Quantum-HPC Middleware Systems for Adaptive Resource, Workload and Task Management
Pradeep Mantha, Florian J. Kiwit, Nishant Saurabh, Shantenu Jha, Andre Luckow
Hybrid Quantum–Classical Convolutional Neural Network for Medical Image Classification
Geethanjali, Jithinkrishnan P G, Jaikrishnan M O, Ashitha M M, Adwika Raghav, Jerin S Das
Hybrid quantum–classical network for diabetic retinopathy grading with multi-scale CNN and Variational Quantum Circuits
Chandrakala Kuruba, Mukku Salmon Raju, Areti Lakshmi Narasimha, Pasam Vinay, Alavala Vinay Kumar Reddy