Quantum Machine Learning

521 papers for year 2024

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 61-72 of 521

Bee-yond the Plateau: Training QNNs with Swarm Algorithms

Rubén Darío Guerrero

2024 arXiv arXiv preprint

Benchmarking quantum machine learning kernel training for classification tasks

Diego Alvarez-Estevez

2024 arXiv arXiv preprint

Benchmarking Quantum Optimization by Traveling Salesman Problems

Richard H. Warren

2024 Crossref International Journal on Applied Physics and Engineering

Beyond full statevector simulation with Qibo

Andrea Pasquale, Andrea Papaluca, Renato M. S. Farias, Matteo Robbiati, Edoardo Pedicillo, Stefano Carrazza

2024 arXiv arXiv preprint

BHT-QAOA: Generalizing Quantum Approximate Optimization Algorithm to Solve Arbitrary Boolean Problems as Hamiltonians

Ali Al-Bayaty, Marek Perkowski

2024 arXiv arXiv preprint

Biclustering a dataset using photonic quantum computing

Ajinkya Borle, Ameya Bhave

2024 DOAJ Frontiers in Computer Science

Biclustering a dataset using photonic quantum computing

Ajinkya Borle, Ameya Bhave

2024 arXiv arXiv preprint

BOOK REVIEW ON LANGUAGE(S) AND TRANSLATION BY MOHAMMED JADIR

SAID FATHI

2024 Crossref Quantum Journal of Social Sciences and Humanities

Boosting the Validity of Multi-Class Quantum Outputs: Living on the Edge

Nathaniel Helgesen, Michael Felsberg, Jan-Åke Larsson

2024 arXiv arXiv preprint

BRIDGING BORDERS: EXPAT TEACHERS NAVIGATING CROSS-CULTURAL CHALLENGES IN CHINA

LE ROUJIA, IREENA NASIHA IBNU, TENGKU ELENA TENGKU MAHAMAD

2024 Crossref Quantum Journal of Social Sciences and Humanities

Building Continuous Quantum-Classical Bayesian Neural Networks for a Classical Clinical Dataset

Alona Sakhnenko, Julian Sikora, Jeanette Miriam Lorenz

2024 arXiv arXiv preprint

Can Entanglement-enhanced Quantum Kernels Improve Data Classification?

Anand Babu, Saurabh G. Ghatnekar, Amit Saxena, Dipankar Mandal

2024 arXiv arXiv preprint