Zobrazeno 1 - 10
of 146
pro vyhledávání: '"A, Simón Rodríguez"'
Pricing decisions stand out as one of the most critical tasks a company faces, particularly in today's digital economy. As with other business decision-making problems, pricing unfolds in a highly competitive and uncertain environment. Traditional an
Externí odkaz:
http://arxiv.org/abs/2409.00444
Publikováno v:
PMLR 235 (2024)
The Linearized Laplace Approximation (LLA) has been recently used to perform uncertainty estimation on the predictions of pre-trained deep neural networks (DNNs). However, its widespread application is hindered by significant computational costs, par
Externí odkaz:
http://arxiv.org/abs/2302.12565
Model selection in machine learning (ML) is a crucial part of the Bayesian learning procedure. Model choice may impose strong biases on the resulting predictions, which can hinder the performance of methods such as Bayesian neural networks and neural
Externí odkaz:
http://arxiv.org/abs/2207.10673
Implicit processes (IPs) are a generalization of Gaussian processes (GPs). IPs may lack a closed-form expression but are easy to sample from. Examples include, among others, Bayesian neural networks or neural samplers. IPs can be used as priors over
Externí odkaz:
http://arxiv.org/abs/2206.06720
Implicit Processes (IPs) represent a flexible framework that can be used to describe a wide variety of models, from Bayesian neural networks, neural samplers and data generators to many others. IPs also allow for approximate inference in function-spa
Externí odkaz:
http://arxiv.org/abs/2110.07618
Neural networks are popular state-of-the-art models for many different tasks.They are often trained via back-propagation to find a value of the weights that correctly predicts the observed data. Although back-propagation has shown good performance in
Externí odkaz:
http://arxiv.org/abs/1909.06945
Autor:
Xabier Pérez-Aizpurua, María Garranzo-Ibarrola, Carlos Simón-Rodríguez, Juan Vicente García-Cardoso, César Chávez-Roa, Leticia López-Martín, Jaime Jorge Tufet i Jaumot, Josué Alonso-Román, Jesús Maqueda-Arellano, Blanca Gómez-Jordana, Joaquín Ruiz de Castroviejo-Blanco, Felipe Osorio-Ospina, Carmen González-Enguita, Mariano García-Arranz
Publikováno v:
Life, Vol 13, Iss 2, p 502 (2023)
Background: The improvement of absent or partial response in the medical treatment of erectile dysfunction (ED) has led to the development of minimally invasive new treatment modalities in the field of regenerative medicine. Methods: A literature rev
Externí odkaz:
https://doaj.org/article/7a21e36726724529889ebfdc2947f72f
Publikováno v:
In Actas Urológicas Españolas (English Edition) December 2018 42(10):645-648
Autor:
Buzon-Martín Luis, Montero-Baladía Miguel, Delgado-López Pedro, Iglesias-Posadilla David, Astigarraga Itziar, Galacho-Harriero Ana, Iglesias-Julián Enrique, López-Veloso María, De La Torre-Ferrera Noelia, Barraza-Bengoechea Julio César, Ubeira- Iglesias Marta, San Llorente- Sebastián Rodrigo, Colazo-Burlato María, Lorenzo-Martín Andrés, Minguito de la Iglesia Javier, García-Muñoz Juan Pablo, Hermida-Fernández Gerardo, Navarro-San Francisco Carolina, Boado-Lama Jorge, Fernández-Regueras María, Callejo-Torre Fernando, Ossa-Echeverri Sergio, Fisac-Cuadrado Lourdes, Gero-Escapa María, Megías-Lobón Gregoria, Simón-Rodríguez Adolfo, Fernández-Ratero José Antonio
Publikováno v:
Journal of Translational Autoimmunity, Vol 4, Iss , Pp 100086- (2021)
Introduction: A growing evidence suggests that immune dysregulation and thrombotic phenomena are key features in the pathophysiology of COVID-19. Apart from antivirals and respiratory support, anticoagulants, corticoids and immunomodulators are incre
Externí odkaz:
https://doaj.org/article/4138b92138e2437198b966e784be670a
Autor:
José Luis Díaz, Saeed Ur Rahman, Juan Carlos Sánchez Rodríguez, María Antonia Simón Rodríguez, Guillermo Filippone Capllonch, Antonio Herrero Hernández
Publikováno v:
Mathematics, Vol 10, Iss 4, p 660 (2022)
The aim of this article was to provide analytical and numerical approaches to a one-dimensional Eyring–Powell flow. First of all, the regularity, existence, and uniqueness of the solutions were explored making use of a variational weak formulation.
Externí odkaz:
https://doaj.org/article/10b94a30e46e4e05a9448ae00bf4c6ee