Zobrazeno 1 - 6
of 6
pro vyhledávání: '"Tschalzev, Andrej"'
Autor:
Tschalzev, Andrej, Marton, Sascha, Lüdtke, Stefan, Bartelt, Christian, Stuckenschmidt, Heiner
Tabular data is prevalent in real-world machine learning applications, and new models for supervised learning of tabular data are frequently proposed. Comparative studies assessing the performance of models typically consist of model-centric evaluati
Externí odkaz:
http://arxiv.org/abs/2407.02112
Autor:
Tschalzev, Andrej, Nitschke, Paul, Kirchdorfer, Lukas, Lüdtke, Stefan, Bartelt, Christian, Stuckenschmidt, Heiner
Neural networks often assume independence among input data samples, disregarding correlations arising from inherent clustering patterns in real-world datasets (e.g., due to different sites or repeated measurements). Recently, mixed effects neural net
Externí odkaz:
http://arxiv.org/abs/2407.01115
Autor:
Marton, Sascha, Lüdtke, Stefan, Bartelt, Christian, Tschalzev, Andrej, Stuckenschmidt, Heiner
Publikováno v:
Machine Learning (2024)
We consider generating explanations for neural networks in cases where the network's training data is not accessible, for instance due to privacy or safety issues. Recently, $\mathcal{I}$-Nets have been proposed as a sample-free approach to post-hoc,
Externí odkaz:
http://arxiv.org/abs/2206.04891
Autor:
Marton, Sascha, Lüdtke, Stefan, Bartelt, Christian, Tschalzev, Andrej, Stuckenschmidt, Heiner
Publikováno v:
Machine Learning; Jun2024, Vol. 113 Issue 6, p3633-3652, 20p
Akademický článek
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.
Autor:
Rink, Johann S.1 (AUTHOR) johann.rink@umm.de, Szabo, Kristina2 (AUTHOR), Hoyer, Carolin2 (AUTHOR), Saver, Jeffrey L.3 (AUTHOR), Nour, May4 (AUTHOR), Audebert, Heinrich J.5 (AUTHOR), Kunz, Wolfgang G.6 (AUTHOR), Froelich, Matthias F.1 (AUTHOR), Heinzl, Armin7 (AUTHOR), Tschalzev, Andrej8 (AUTHOR), Hoffmann, Jens1 (AUTHOR), Schoenberg, Stefan O.1 (AUTHOR), Tollens, Fabian1 (AUTHOR)
Publikováno v:
European Journal of Neurology. Nov2024, p1. 9p. 5 Illustrations.