Zobrazeno 1 - 10
of 40
pro vyhledávání: '"Tramontano, Daniele"'
We study the generic identifiability of causal effects in linear non-Gaussian acyclic models (LiNGAM) with latent variables. We consider the problem in two main settings: When the causal graph is known a priori, and when it is unknown. In both settin
Externí odkaz:
http://arxiv.org/abs/2406.02049
Linear non-Gaussian causal models postulate that each random variable is a linear function of parent variables and non-Gaussian exogenous error terms. We study identification of the linear coefficients when such models contain latent variables. Our f
Externí odkaz:
http://arxiv.org/abs/2405.20856
The problem of comparing probability distributions is at the heart of many tasks in statistics and machine learning. Established comparison methods treat the standard setting that the distributions are supported in the same space. Recently, a new geo
Externí odkaz:
http://arxiv.org/abs/2307.02846
In the context of graphical causal discovery, we adapt the versatile framework of linear non-Gaussian acyclic models (LiNGAMs) to propose new algorithms to efficiently learn graphs that are polytrees. Our approach combines the Chow--Liu algorithm, wh
Externí odkaz:
http://arxiv.org/abs/2208.06701
Autor:
Cefalù, Angelo Baldassare, Giammanco, Antonella, Averna, Maurizio, Iannuzzo, Gabriella, Calcaterra, Ilenia, Di Minno, Matteo, Ferrandino, Martina, Fortunato, Giuliana, Pujia, Arturo, Montalcini, Tiziana, Vigna, Giovanni Battista, Bucci, Marco, Bonomo, Katia, Pino, Beatrice Dal, Sbrana, Francesco, Cesaro, Arturo, Calabrò, Paolo, D'Addato, Sergio, Formisano, Elena, Pisciotta, Livia, Kolovou, Vana, Kolovou, Genovefa, Anastasiou, Georgia, Liberopoulos, Evangelos, Daphnis, Eugene, Rutten, Joost, Vogt, Anja, Cegla, Jaimini, Walji, Shahenaz, Kayikcioglu, Meral, Real, José, Martínez-Hervás, Sergio, Elis, Avishay, Littmann, Karin, Pavanello, Chiara a, ⁎⁎, Suppressa, Patrizia b, ⁎, Castiglione, Sofia a, Di Costanzo, Alessia c, Tramontano, Daniele c, Rizzi, Luigi b, Steward, Kim d, Calabresi, Laura a, Arca, Marcello c, Roeters van Lennep, Jeanine d, D'Erasmo, Laura c
Publikováno v:
In Atherosclerosis February 2025 401
Akademický článek
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Autor:
Bini, Simone, D'Erasmo, Laura, Minicocci, Ilenia, Di Costanzo, Alessia, Tramontano, Daniele, Covino, Stella, Arca, Marcello, Pecce, Valeria
Publikováno v:
In Atherosclerosis August 2024 395 Supplement 1
Autor:
Audet-Verreault, Noémie, Larouche, Miriam, D'Erasmo, Laura, Tramontano, Daniele, Baratta, Francesco, Minicocci, Ilenia, Carosi, Martina, Bini, Simone, Di Costanzo, Alessia, Brisson, Diane, Gaudet, Daniel, Arca, Marcello
Publikováno v:
In Atherosclerosis August 2024 395 Supplement 1
Autor:
Di Costanzo, Alessia, Pirona, Ilaria, Buonaiuto, Silvia, D'Erasmo, Laura, Sponziello, Maria Luisa, Minicocci, Ilenia, Bini, Simone, Tramontano, Daniele, Covino, Stella, Maiorca, Carlo, Baratta, Francesco, Colonna, Vincenza, Via, Allegra, Arca, Marcello
Publikováno v:
In Atherosclerosis August 2024 395 Supplement 1
Autor:
Tramontano, Daniele, D'Erasmo, Laura, Larouche, Miriam, Audet-Verreault, Noémie, Brisson, Diane, Di Costanzo, Alessia, Bini, Simone, Minicocci, Ilenia, Covino, Stella, Castellese, Jacopo, Baratta, Francesco, Pasquali, Marzia, Cerbelli, Bruna, Arca, Marcello, Gaudet, Daniel
Publikováno v:
In Atherosclerosis August 2024 395 Supplement 1