Zobrazeno 1 - 3
of 3
pro vyhledávání: '"Jonas Landman"'
Autor:
El Amine Cherrat, Iordanis Kerenidis, Natansh Mathur, Jonas Landman, Martin Strahm, Yun Yvonna Li
Publikováno v:
Quantum, Vol 8, p 1265 (2024)
In this work, quantum transformers are designed and analysed in detail by extending the state-of-the-art classical transformer neural network architectures known to be very performant in natural language processing and image analysis. Building upon t
Externí odkaz:
https://doaj.org/article/d4e3a02e176243288c2d04413c72ca02
Autor:
Jonas Landman, Natansh Mathur, Yun Yvonna Li, Martin Strahm, Skander Kazdaghli, Anupam Prakash, Iordanis Kerenidis
Publikováno v:
Quantum, Vol 6, p 881 (2022)
Quantum machine learning techniques have been proposed as a way to potentially enhance performance in machine learning applications. In this paper, we introduce two new quantum methods for neural networks. The first one is a quantum orthogonal neura
Externí odkaz:
https://doaj.org/article/11457b1c67114f5b94fc87d808e72a2c
Autor:
Jonas Landman, Iordanis Kerenidis
Spectral clustering is a powerful unsupervised machine learning algorithm for clustering data with nonconvex or nested structures [A. Y. Ng, M. I. Jordan, and Y. Weiss, On spectral clustering: Analysis and an algorithm, in Advances in Neural Informat
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::02d80d3fe2cd926b18bf7f37ac684fa8
https://hal.archives-ouvertes.fr/hal-03045841
https://hal.archives-ouvertes.fr/hal-03045841
