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Showing 2023Show all
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cs.LG2023★ 7 cited
Calibrated Explanations for Regression
Tuwe Löfström, Helena Löfström, Ulf Johansson +2
Artificial Intelligence (AI) is often an integral part of modern decision support systems. The best-performing predictive models used in AI-based decision support systems lack tran…
cs.AI2023★ 18 cited
Calibrated Explanations: with Uncertainty Information and Counterfactuals
Helena Lofstrom, Tuwe Lofstrom, Ulf Johansson +1
While local explanations for AI models can offer insights into individual predictions, such as feature importance, they are plagued by issues like instability. The unreliability of…