Quantum Machine Learning
290 papers from Europe PMC
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 157-168 of 290
Quantum-enhanced greedy combinatorial optimization solver.
Dupont M, Evert B, Hodson MJ, Sundar B, Jeffrey S, Yamaguchi Y, Feng D, Maciejewski FB, Hadfield S, Alam MS, Wang Z, Grabbe S, Lott PA, Rieffel EG, Venturelli D, Reagor MJ.
Realizing a deep reinforcement learning agent for real-time quantum feedback.
Reuer K, Landgraf J, Fösel T, O'Sullivan J, Beltrán L, Akin A, Norris GJ, Remm A, Kerschbaum M, Besse JC, Marquardt F, Wallraff A, Eichler C.
Significant improvement of fidelity for encoded quantum bell pairs at long and short-distance communication along with generalized circuit.
Shubha SEU, Rahman MS, Mahdy MRC.
The power of one clean qubit in supervised machine learning.
Karimi M, Javadi-Abhari A, Simon C, Ghobadi R.
Variational quantum and quantum-inspired clustering.
Bermejo P, Orús R.
A hierarchical approach for building distributed quantum systems.
Davarzani Z, Zomorodi M, Houshmand M.
A Novel QKD Approach to Enhance IIOT Privacy and Computational Knacks.
Singamaneni KK, Dhiman G, Juneja S, Muhammad G, AlQahtani SA, Zaki J.
An Enhanced Architecture to Resolve Public-Key Cryptographic Issues in the Internet of Things (IoT), Employing Quantum Computing Supremacy.
Shamshad S, Riaz F, Riaz R, Rizvi SS, Abdulla S.
Binary Classification Quantum Neural Network Model Based on Optimized Grover Algorithm.
Zhao W, Wang Y, Qu Y, Ma H, Wang S.
Constrained quantum optimization for extractive summarization on a trapped-ion quantum computer.
Niroula P, Shaydulin R, Yalovetzky R, Minssen P, Herman D, Hu S, Pistoia M.
Digital Quantum Simulation and Circuit Learning for the Generation of Coherent States.
Liu R, V Romero S, Oregi I, Osaba E, Villar-Rodriguez E, Ban Y.
Digital Quantum Simulation of the Spin-Boson Model under Markovian Open-System Dynamics.
Burger A, Kwek LC, Poletti D.