Zobrazeno 1 - 10
of 1 440
pro vyhledávání: '"Divo, A A"'
Autor:
Steinmann, David, Divo, Felix, Kraus, Maurice, Wüst, Antonia, Struppek, Lukas, Friedrich, Felix, Kersting, Kristian
Shortcuts, also described as Clever Hans behavior, spurious correlations, or confounders, present a significant challenge in machine learning and AI, critically affecting model generalization and robustness. Research in this area, however, remains fr
Externí odkaz:
http://arxiv.org/abs/2412.05152
Graph Neural Networks (GNNs) are non-Euclidean deep learning models for graph-structured data. Despite their successful and diverse applications, oversmoothing prohibits deep architectures due to node features converging to a single fixed point. This
Externí odkaz:
http://arxiv.org/abs/2412.04064
Time series data is prevalent across numerous fields, necessitating the development of robust and accurate forecasting models. Capturing patterns both within and between temporal and multivariate components is crucial for reliable predictions. We int
Externí odkaz:
http://arxiv.org/abs/2410.16928
Company fundamentals are key to assessing companies' financial and overall success and stability. Forecasting them is important in multiple fields, including investing and econometrics. While statistical and contemporary machine learning methods have
Externí odkaz:
http://arxiv.org/abs/2411.05791
In natural language processing and vision, pretraining is utilized to learn effective representations. Unfortunately, the success of pretraining does not easily carry over to time series due to potential mismatch between sources and target. Actually,
Externí odkaz:
http://arxiv.org/abs/2402.15404
Autor:
Nowak, Marcin, Divo, Eduardo, Borkowski, Tomasz, Marciniak, Ewelina, Rojczyk, Marek, Białecki, Ryszard
Publikováno v:
In Computers and Mathematics with Applications 1 December 2024 175:184-201
Akademický článek
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.
Autor:
Fabbri, Leonardo M, Celli, Bartolome R, Agustí, Alvar, Criner, Gerard J, Dransfield, Mark T, Divo, Miguel, Krishnan, Jamuna K, Lahousse, Lies, Montes de Oca, Maria, Salvi, Sundeep S, Stolz, Daiana, Vanfleteren, Lowie E G W, Vogelmeier, Claus F *
Publikováno v:
In The Lancet Respiratory Medicine November 2023 11(11):1020-1034
Publikováno v:
In Engineering Analysis with Boundary Elements May 2023 150:94-102
Publikováno v:
In Engineering Analysis with Boundary Elements May 2023 150:167-179