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 2305-2316 of 3,957

Unleashing quantum algorithms with Qinterpreter: bridging the gap between theory and practice across leading quantum computing platforms.

Contreras-Sepúlveda W, Villegas-Martínez BM, Gesing S, Sánchez-Mondragón JJ, Sánchez-Pérez JC, Vidales-Basurto CA, Escobedo-Alatorre JJ, Torres-Palencia AD, Palillero-Sandoval O, Licea-Rodriguez J, Lozano-Crisóstomo N, García-Melgarejo JC, Palacios-Perez EN.

2024 Europe PMC PeerJ Comput Sci

Unsupervised Beyond-Standard-Model Event Discovery at the LHC with a Novel Quantum Autoencoder

Callum Duffy, Mohammad Hassanshah, Marcin Jastrzebski, Sarah Malik

2024 arXiv arXiv preprint

Unsupervised learning of interacting topological phases from experimental observables.

Yu LW, Zhang SY, Shen PX, Deng DL

2024 PubMed Fundamental research

Unsupervised machine learning for detecting mutual independence among eigenstate regimes in interacting quasiperiodic chains

Colin Beveridge, Kathleen Hart, Cassio Rodrigo Cristani, Xiao Li, Enrico Barbierato, Yi-Ting Hsu

2024 arXiv arXiv preprint

Untelegraphable Encryption and its Applications

Jeffrey Champion, Fuyuki Kitagawa, Ryo Nishimaki, Takashi Yamakawa

2024 arXiv arXiv preprint

Untrained Filtering with Trained Focusing for Superior Quantum Architecture Search

Lian-Hui Yu, Xiao-Yu Li, Geng Chen, Qin-Sheng Zhu, Hui Li, Guo-Wu Yang

2024 arXiv arXiv preprint

User Satisfaction Analysis of Academic Information System Using End-User Computing Satisfaction (EUCS)

Ali Nurdin, Muharman Lubis

2024 Crossref Acceleration, Quantum, Information Technology and Algorithm Journal

Using matrix-product states for time-series machine learning

Joshua B. Moore, Hugo P. Stackhouse, Ben D. Fulcher, Sahand Mahmoodian

2024 arXiv arXiv preprint

Using optimal control to guide neural-network interpolation of continuously-parameterized gates

Bikrant Bhattacharyya, Fredy An, Dominik Kozbiel, Andy J. Goldschmidt, Frederic T. Chong

2024 arXiv arXiv preprint

Utilising a Quantum Hybrid Solver for Bi-objective Quadratic Assignment Problems

Mayowa Ayodele

2024 arXiv arXiv preprint

Validation of an Analysability Model in Hybrid Quantum Software

Díaz-Muñoz Ana, Cruz-Lemus José A., Rodríguez Moisés, Piattini Mario, Baldassarre Maria Teresa

2024 arXiv arXiv preprint

Variational quantum cloning machine on an integrated photonic interferometer

Francesco Hoch, Giovanni Rodari, Eugenio Caruccio, Beatrice Polacchi, Gonzalo Carvacho, Taira Giordani, Mina Doosti, Sebastià Nicolau, Ciro Pentangelo, Simone Piacentini, Andrea Crespi, Francesco Ceccarelli, Roberto Osellame, Ernesto F. Galvão, Nicolò Spagnolo, Fabio Sciarrino

2024 arXiv arXiv preprint