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Dilyara Bareeva
Dilyara Bareeva
Verified email at hhi.fraunhofer.de
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Quantus: An explainable ai toolkit for responsible evaluation of neural network explanations and beyond
A Hedström, L Weber, D Krakowczyk, D Bareeva, F Motzkus, W Samek, ...
Journal of Machine Learning Research 24 (34), 1-11, 2023
1152023
Finding the right XAI method--A Guide for the Evaluation and Ranking of Explainable AI Methods in Climate Science
P Bommer, M Kretschmer, A Hedström, D Bareeva, MMC Höhne
arXiv preprint arXiv:2303.00652, 2023
142023
Manipulating Feature Visualizations with Gradient Slingshots
D Bareeva, MMC Höhne, A Warnecke, L Pirch, KR Müller, K Rieck, ...
arXiv preprint arXiv:2401.06122, 2024
12024
Reactive Model Correction: Mitigating Harm to Task-Relevant Features via Conditional Bias Suppression
D Bareeva, M Dreyer, F Pahde, W Samek, S Lapuschkin
arXiv preprint arXiv:2404.09601, 2024
2024
Evaluation of explainable AI solutions in climate science
P Bommer, M Kretschmer, A Hedstroem, D Bareeva, MMC Hoehne
EGU General Assembly Conference Abstracts, EGU-12528, 2023
2023
A comparison of explainable AI solutions to a climate change prediction task
PL Bommer, M Kretschmer, D Bareeva, K Aksoy, M Höhne
EGU General Assembly Conference Abstracts, EGU22-8130, 2022
2022
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