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Helena Löfström
Helena Löfström
Jönköping University
Verified email at ju.se
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Year
A meta survey of quality evaluation criteria in explanation methods
H Löfström, K Hammar, U Johansson
International Conference on Advanced Information Systems Engineering, 55-63, 2022
132022
Investigating the impact of calibration on the quality of explanations
H Löfström, T Löfström, U Johansson, C Sönströd
Annals of Mathematics and Artificial Intelligence, 1-18, 2023
32023
Conformal prediction for accuracy guarantees in classification with reject option
U Johansson, T Löfström, C Sönströd, H Löfström
International Conference on Modeling Decisions for Artificial Intelligence …, 2023
22023
Interpretable instance-based text classification for social science research projects
H Löfström, T Löfström, U Johansson
Archives of Data Science, Series A 5 (1), 2018
22018
Calibrated explanations: With uncertainty information and counterfactuals
H Löfström, T Löfström, U Johansson, C Sönströd
Expert Systems with Applications 246, 123154, 2024
12024
Time to Open the Black Box: Explaining the Predictions of Text Classification
H Löfström
12018
On the Definition of Appropriate Trust and the Tools that Come with it
H Löfström
arXiv preprint arXiv:2309.11937, 2023
2023
Calibrated Explanations for Regression
T Löfström, H Löfström, U Johansson, C Sönströd
arXiv preprint arXiv:2308.16245, 2023
2023
Trustworthy explanations: Improved decision support through well-calibrated uncertainty quantification
H Löfström
Jönköping University, Jönköping International Business School, 2023
2023
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