Zobrazeno 1 - 10
of 2 687
pro vyhledávání: '"A. Baccini"'
Recent developments in causal inference allow us to transport a causal effect of a time-fixed treatment from a randomized trial to a target population across space but within the same time frame. In contrast to transportability across space, transpor
Externí odkaz:
http://arxiv.org/abs/2409.13060
Autor:
Bernárdez, Guillermo, Telyatnikov, Lev, Montagna, Marco, Baccini, Federica, Papillon, Mathilde, Ferriol-Galmés, Miquel, Hajij, Mustafa, Papamarkou, Theodore, Bucarelli, Maria Sofia, Zaghen, Olga, Mathe, Johan, Myers, Audun, Mahan, Scott, Lillemark, Hansen, Vadgama, Sharvaree, Bekkers, Erik, Doster, Tim, Emerson, Tegan, Kvinge, Henry, Agate, Katrina, Ahmed, Nesreen K, Bai, Pengfei, Banf, Michael, Battiloro, Claudio, Beketov, Maxim, Bogdan, Paul, Carrasco, Martin, Cavallo, Andrea, Choi, Yun Young, Dasoulas, George, Elphick, Matouš, Escalona, Giordan, Filipiak, Dominik, Fritze, Halley, Gebhart, Thomas, Gil-Sorribes, Manel, Goomanee, Salvish, Guallar, Victor, Imasheva, Liliya, Irimia, Andrei, Jin, Hongwei, Johnson, Graham, Kanakaris, Nikos, Koloski, Boshko, Kovač, Veljko, Lecha, Manuel, Lee, Minho, Leroy, Pierrick, Long, Theodore, Magai, German, Martinez, Alvaro, Masden, Marissa, Mežnar, Sebastian, Miquel-Oliver, Bertran, Molina, Alexis, Nikitin, Alexander, Nurisso, Marco, Piekenbrock, Matt, Qin, Yu, Rygiel, Patryk, Salatiello, Alessandro, Schattauer, Max, Snopov, Pavel, Suk, Julian, Sánchez, Valentina, Tec, Mauricio, Vaccarino, Francesco, Verhellen, Jonas, Wantiez, Frederic, Weers, Alexander, Zajec, Patrik, Škrlj, Blaž, Miolane, Nina
This paper describes the 2nd edition of the ICML Topological Deep Learning Challenge that was hosted within the ICML 2024 ELLIS Workshop on Geometry-grounded Representation Learning and Generative Modeling (GRaM). The challenge focused on the problem
Externí odkaz:
http://arxiv.org/abs/2409.05211
Autor:
Baccini, Alberto
Could the generalized adoption of the COARA principles make administrative research evaluation socially desirable and solve all its problems? The answer to this question is no. To reach this conclusion, two main arguments are discussed. The first cha
Externí odkaz:
http://arxiv.org/abs/2408.05587
Autor:
Baccini, Alberto, Re, Cristina
In research evaluation, the fair representation of panels is usually defined in terms of observable characteristics of scholars such as gender or affiliations. An empirical strategy is proposed for exploring hidden connections between panellists such
Externí odkaz:
http://arxiv.org/abs/2405.06476
Autor:
Alice Finocchi, Silvia Campagnini, Andrea Mannini, Stefano Doronzio, Marco Baccini, Bahia Hakiki, Donata Bardi, Antonello Grippo, Claudio Macchi, Jorge Navarro Solano, Michela Baccini, Francesca Cecchi
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-14 (2024)
Abstract Good data quality is vital for personalising plans in rehabilitation. Machine learning (ML) improves prognostics but integrating it with Multiple Imputation (MImp) for dealing missingness is an unexplored field. This work aims to provide pos
Externí odkaz:
https://doaj.org/article/21fcf14e78574b85adbb44e80da1e770
Autor:
Siciliano, Federico, Maiano, Luca, Papa, Lorenzo, Baccini, Federica, Amerini, Irene, Silvestri, Fabrizio
Fake news detection models are critical to countering disinformation but can be manipulated through adversarial attacks. In this position paper, we analyze how an attacker can compromise the performance of an online learning detector on specific news
Externí odkaz:
http://arxiv.org/abs/2312.15228
The synthesis of information deriving from complex networks is a topic receiving increasing relevance in ecology and environmental sciences. In particular, the aggregation of multilayer networks, i.e. network structures formed by multiple interacting
Externí odkaz:
http://arxiv.org/abs/2311.01833
Autor:
Baccini, Alberto, Baccini, Federica, Barabesi, Lucio, Cioni, Martina, Petrovich, Eugenio, Pignalosa, Daria
Publikováno v:
Scientometrics, 2023
In order to explore the suitability of a fine-grained classification of journal articles by exploiting multiple sources of information, articles are organized in a two-layer multiplex. The first layer conveys similarities based on the full-text of ar
Externí odkaz:
http://arxiv.org/abs/2305.00026
Autor:
Maria Chiara Malevolti, Michela Baccini, Adele Caldarella, Giorgio Garofalo, Giuseppe Gorini, Miriam Levi, Gianfranco Manneschi, Giovanna Masala, Lorenzo Monasta, Fancesco Profili, Giulia Carreras
Publikováno v:
BMC Public Health, Vol 24, Iss 1, Pp 1-9 (2024)
Abstract Background Lung cancer (LC) is among the most common neoplasms, mostly caused by smoking. This study, carried out within the ACAB project, aims to provide local, updated and systematic estimates of years lived with disability (YLD) from LC d
Externí odkaz:
https://doaj.org/article/9a1a09778d6d4935804098cb5fb98fc8
Autor:
Baccini, Edoardo, Christoff, Zoé
Publikováno v:
EPTCS 379, 2023, pp. 66-81
Numerous logics have been developed to reason either about threshold-induced opinion diffusion in a network, or about similarity-driven network structure evolution, or about both. In this paper, we first introduce a logic containing different dynamic
Externí odkaz:
http://arxiv.org/abs/2307.05055