most citedApproximating Score-based Explanation Techniques Using Conformal Regression

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cs.AI2023

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…