Zobrazeno 1 - 10
of 27 241
pro vyhledávání: '"Loria A"'
Autor:
Loría, Jorge, Bhadra, Anindya
Neal (1996) proved that infinitely wide shallow Bayesian neural networks (BNN) converge to Gaussian processes (GP), when the network weights have bounded prior variance. Cho & Saul (2009) provided a useful recursive formula for deep kernel processes
Externí odkaz:
http://arxiv.org/abs/2410.01284
Autor:
Wang, Bo, Loria, Antonio
This paper presents a simple control approach for global trajectory tracking and formation control of underactuated surface vessels equipped with only two propellers. The control approach exploits the inherent cascaded structure of the vehicle dynami
Externí odkaz:
http://arxiv.org/abs/2407.18844
This paper proposes techniques to enhance the performance of non-causal models for causal inference using data from randomized experiments. In domains like advertising, customer retention, and precision medicine, non-causal models that predict outcom
Externí odkaz:
http://arxiv.org/abs/2406.09567
We analyse the solutions of networked heterogeneous nonlinear systems. We assume that the closed-loop interconnected systems form a network with an underlying connected directed graph that contains a directed spanning tree. For these systems, we esta
Externí odkaz:
http://arxiv.org/abs/2309.12480
Autor:
Valeria Visco, Cristina Esposito, Antonella Rispoli, Paola Di Pietro, Carmine Izzo, Francesco Loria, Daniele Di Napoli, Nicola Virtuoso, Alessia Bramanti, Michele Manzo, Carmine Vecchione, Michele Ciccarelli
Publikováno v:
ESC Heart Failure, Vol 11, Iss 5, Pp 2835-2848 (2024)
Abstract Aims We report the results of a real‐world study based on heart failure (HF) patients' continuous remote monitoring strategy using the CardioMEMS system to assess the impact of this device on healthcare outcomes, costs, and patients' manag
Externí odkaz:
https://doaj.org/article/32d1f7d8033e410e9480adeadeeac8fc
In this short note we provide a proof of boundedness of solutions for a network system composed of heterogeneous nonlinear autonomous systems interconnected over a directed graph. The sole assumptions imposed are that the systems are semi-passive [1]
Externí odkaz:
http://arxiv.org/abs/2307.14868
Autor:
Loría, Jorge, Bhadra, Anindya
From the classical and influential works of Neal (1996), it is known that the infinite width scaling limit of a Bayesian neural network with one hidden layer is a Gaussian process, when the network weights have bounded prior variance. Neal's result h
Externí odkaz:
http://arxiv.org/abs/2305.10664
Autor:
Maria Velasco, Maria Posada-Ayala, Elia Pérez-Fernández, Frida Loria, Mario Amores, José Miguel Ramos, Elena Jaime, Carlos Guijarro, Julián Romero, Maria Ruth Pazos
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-9 (2024)
Abstract Plasma levels of endocannabinoids (eCBs) are very dynamic and variable in different circumstances and pathologies. The aim of the study was to determine the levels of the main eCBs and N-acylethanolamines (NAEs) in COVID-19 patients during t
Externí odkaz:
https://doaj.org/article/96369cd116a24c0fbfe43f9d4e5218c5
Publikováno v:
Communications Earth & Environment, Vol 5, Iss 1, Pp 1-11 (2024)
Abstract The erosion of marine sediments is a pressing issue for coastal areas worldwide. Established methods to mitigate coastal erosion fail to provide lasting and sustainable solutions to protect marine ecosystems. Here we demonstrate the applicat
Externí odkaz:
https://doaj.org/article/0b377c46eeb84f22b88deb02001a34e5
Autor:
Aurora Cordaro, Maria Magdalena Barreca, Chiara Zichittella, Marco Loria, Denise Anello, Goffredo Arena, Nicolina Sciaraffa, Claudia Coronnello, Giuseppe Pizzolanti, Riccardo Alessandro, Alice Conigliaro
Publikováno v:
Journal of Experimental & Clinical Cancer Research, Vol 43, Iss 1, Pp 1-15 (2024)
Abstract Aberrant alternative splicing events play a critical role in cancer biology, contributing to tumor invasion, metastasis, epithelial-mesenchymal transition, and drug resistance. Recent studies have shown that alternative splicing is a key fea
Externí odkaz:
https://doaj.org/article/5e75b0753e9f45829cad50015d076f95