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pro vyhledávání: '"Benitez , Jose"'
Customer segmentation is a fundamental process to develop effective marketing strategies, personalize customer experience and boost their retention and loyalty. This problem has been widely addressed in the scientific literature, yet no definitive so
Externí odkaz:
http://arxiv.org/abs/2405.17467
Autor:
Kratsios, Anastasis, Furuya, Takashi, Benitez, Jose Antonio Lara, Lassas, Matti, de Hoop, Maarten
In this paper, we construct a mixture of neural operators (MoNOs) between function spaces whose complexity is distributed over a network of expert neural operators (NOs), with each NO satisfying parameter scaling restrictions. Our main result is a \t
Externí odkaz:
http://arxiv.org/abs/2404.09101
Publikováno v:
Mathematics 2024, 12(19), 3032
Convolutional Neural Networks (CNN) are widely used to face challenging tasks like speech recognition, natural language processing or computer vision. As CNN architectures get larger and more complex, their computational requirements increase, incurr
Externí odkaz:
http://arxiv.org/abs/2401.01361
Large Language Models (LLMs) like BERT have gained significant prominence due to their remarkable performance in various natural language processing tasks. However, they come with substantial computational and memory costs. Additionally, they are ess
Externí odkaz:
http://arxiv.org/abs/2312.10702
Publikováno v:
Neural Networks, Volume 171, 2024, Pages 229-241, ISSN 0893-6080
Deep learning models have been widely used during the last decade due to their outstanding learning and abstraction capacities. However, one of the main challenges any scientist has to face using deep learning models is to establish the network's arc
Externí odkaz:
http://arxiv.org/abs/2312.10560
Autor:
Lara Benitez, Jose Antonio, Furuya, Takashi, Faucher, Florian, Kratsios, Anastasis, Tricoche, Xavier, de Hoop, Maarten V.
Publikováno v:
In Journal of Computational Physics 15 September 2024 513
Publikováno v:
In Information & Management January 2025 62(1)
Publikováno v:
In Decision Support Systems December 2024 187
Autor:
Binsted, Matthew, Lochner, Ellie, Edmonds, Jae, Benitez, José, Bistline, John, Browning, Morgan, Chesnaye, Francisco De La, Fuhrman, Jay, Göke, Leonard, Iyer, Gokul, Kennedy, Kathleen, Kyle, Page, Lenox, Carol, McJeon, Haewon, O'Keefe, Kowan, O'Rourke, Patrick, Prabhu, Amogh, Sands, Ron, Sarmiento, Luis, Showalter, Sharon, Victor, Nadja, Wood, Frances, Yu, Sha, Yuan, Mei
Publikováno v:
In Energy and Climate Change December 2024 5