Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Bommer, Philine"'
Autor:
Kopf, Laura, Bommer, Philine Lou, Hedström, Anna, Lapuschkin, Sebastian, Höhne, Marina M. -C., Bykov, Kirill
A crucial aspect of understanding the complex nature of Deep Neural Networks (DNNs) is the ability to explain learned concepts within their latent representations. While various methods exist to connect neurons to textual descriptions of human-unders
Externí odkaz:
http://arxiv.org/abs/2405.20331
Explainable artificial intelligence (XAI) methods shed light on the predictions of machine learning algorithms. Several different approaches exist and have already been applied in climate science. However, usually missing ground truth explanations co
Externí odkaz:
http://arxiv.org/abs/2303.00652
Autor:
Hedström, Anna, Bommer, Philine, Wickstrøm, Kristoffer K., Samek, Wojciech, Lapuschkin, Sebastian, Höhne, Marina M. -C.
Publikováno v:
Transactions on Machine Learning Research, Volume 2023, (2023), ISSN: 2835-8856
One of the unsolved challenges in the field of Explainable AI (XAI) is determining how to most reliably estimate the quality of an explanation method in the absence of ground truth explanation labels. Resolving this issue is of utmost importance as t
Externí odkaz:
http://arxiv.org/abs/2302.07265
Empirically observed time series in physics, biology, or medicine, are commonly generated by some underlying dynamical system (DS) which is the target of scientific interest. There is an increasing interest to harvest machine learning methods to reco
Externí odkaz:
http://arxiv.org/abs/2111.02922
Autor:
Pyrina, Maria, Wu, Zheng, Bommer, Philine L., Fernández-Torres, Miguel-Ángel, Domeisen, Daniela
Publikováno v:
XXVIII General Assembly of the International Union of Geodesy and Geophysics (IUGG)
Socioeconomic livelihoods inthe Horn of Africa(HA)are highly dependent onseasonal rainfall, which occurs during two main seasons:October-November-December (OND) and March-April-May (MAM). During the two last decades the HA region has been affected by
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9dcc9e7cd6a734447fcd5e3a5c2199d9
https://gfzpublic.gfz-potsdam.de/pubman/item/item_5017776
https://gfzpublic.gfz-potsdam.de/pubman/item/item_5017776