Zobrazeno 1 - 10
of 220
pro vyhledávání: '"Cherrat A"'
Autor:
Coyle, Brian, Cherrat, El Amine, Jain, Nishant, Mathur, Natansh, Raj, Snehal, Kazdaghli, Skander, Kerenidis, Iordanis
Quantum machine learning requires powerful, flexible and efficiently trainable models to be successful in solving challenging problems. In this work, we present density quantum neural networks, a learning model incorporating randomisation over a set
Externí odkaz:
http://arxiv.org/abs/2405.20237
Autor:
Cherrat, El Amine, Raj, Snehal, Kerenidis, Iordanis, Shekhar, Abhishek, Wood, Ben, Dee, Jon, Chakrabarti, Shouvanik, Chen, Richard, Herman, Dylan, Hu, Shaohan, Minssen, Pierre, Shaydulin, Ruslan, Sun, Yue, Yalovetzky, Romina, Pistoia, Marco
Publikováno v:
Quantum 7, 1191 (2023)
Quantum machine learning has the potential for a transformative impact across industry sectors and in particular in finance. In our work we look at the problem of hedging where deep reinforcement learning offers a powerful framework for real markets.
Externí odkaz:
http://arxiv.org/abs/2303.16585
Autor:
Cherrat, El Amine, Kerenidis, Iordanis, Mathur, Natansh, Landman, Jonas, Strahm, Martin, Li, Yun Yvonna
Publikováno v:
Quantum 8, 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:
http://arxiv.org/abs/2209.08167
Quantum computing has shown the potential to substantially speed up machine learning applications, in particular for supervised and unsupervised learning. Reinforcement learning, on the other hand, has become essential for solving many decision makin
Externí odkaz:
http://arxiv.org/abs/2203.01889
Autor:
Cherrat, Lamia, Dijamentiuk, Alexis, El Kheir, Sara M., Mangavel, Cécile, Elfassy, Annelore, Revol-Junelles, Anne-Marie, Borges, Frédéric
Publikováno v:
In International Journal of Food Microbiology 16 April 2024 415
Autor:
Azifa, Aziz, Chouaybi, Ilyas, Ennaciri, Yassine, Zdah, Ilham, Cherrat, Ayoub, Majid, Fatima, Bettach, Mohammed, El Alaoui-Belghiti, Hanan
Publikováno v:
In Sustainable Chemistry and Pharmacy April 2024 38
Akademický článek
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Autor:
Venegas-Cordero, Nelson, Cherrat, Cyrine, Kundzewicz, Zbigniew W., Singh, Jitendra, Piniewski, Mikołaj
Publikováno v:
In Science of the Total Environment 15 September 2023 891
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
Publikováno v:
Urbanism. Arhitectura. Constructii, Vol 13, Iss 2, Pp 121-132 (2022)
Adaptive reuse of heritage buildings is a viable option for giving them a second life because it is less expensive and energy efficient. However, to think of preserving a building without thinking about reviving its ambiances would be to preserve the
Externí odkaz:
https://doaj.org/article/28ce892e398e452982d1c2d254da21d0