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 2377-2388 of 4,297

Machine Learning approach to reconstruct Density Matrices from Quantum Marginals

Daniel Uzcategui-Contreras, Antonio Guerra, Sebastian Niklitschek, Aldo Delgado

2024 arXiv arXiv preprint

Machine Learning for Improved Current Density Reconstruction from 2D Vector Magnetic Images

Niko R. Reed, Danyal Bhutto, Matthew J. Turner, Declan M. Daly, Sean M. Oliver, Jiashen Tang, Kevin S. Olsson, Nicholas Langellier, Mark J. H. Ku, Matthew S. Rosen, Ronald L. Walsworth

2024 arXiv arXiv preprint

Machine learning meets the CHSH scenario

Gabriel Pereira Alves, Nicolas Gigena, Jędrzej Kaniewski

2024 arXiv arXiv preprint

Machine Learning Message-Passing for the Scalable Decoding of QLDPC Codes

Arshpreet Singh Maan, Alexandru Paler

2024 arXiv arXiv preprint

Machine learning of the Ising model on a spherical Fibonacci lattice

Zheng Zhou, Chen-Hui Song, Xu-Yang Hou, Hao Guo

2024 arXiv arXiv preprint

Machine learning orbital-free density functional theory: taming quantum shell effects in deformed nuclei

X. H. Wu, Z. X. Ren, P. W. Zhao

2024 arXiv arXiv preprint

Machine learning with sub-diffraction resolution in the photon-counting regime

Giuseppe Buonaiuto, Cosmo Lupo

2024 arXiv arXiv preprint

Managing Classical Processing Requirements for Quantum Error Correction

Satvik Maurya, Abtin Molavi, Aws Albarghouthi, Swamit Tannu

2024 arXiv arXiv preprint

mapPat: tracking pathogens evolution in space and time

Erika Ferrandi, Graziano Pesole, Matteo Chiara

2024 Crossref Bioinformatics Advances

Mapping the Field of Quantum Dots Literature: Bibliographic Coupling and Cited Reference

Sargunapathi Rajendran, Jeyshankar Ramalingam, Thanuskodi Shanmugam

2024 Crossref American Journal of Information Science and Technology

Mathematical Approaches to Quantum Computing Algorithms

Bijumon Ramalayathil

2024 Crossref Revista Electronica De Veterinaria

Measurement-based uncomputation of quantum circuits for modular arithmetic

Alessandro Luongo, Antonio Michele Miti, Varun Narasimhachar, Adithya Sireesh

2024 arXiv arXiv preprint