31 citations · 35 across the 6 of their papers we have counts for
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cs.LG2022
Maximum Entropy Baseline for Integrated Gradients
Hanxiao Tan
Integrated Gradients (IG), one of the most popular explainability methods available, still remains ambiguous in the selection of baseline, which may seriously impair the credibilit…
cs.LG2021★ 31 cited
Explainable Machine Learning with Prior Knowledge: An Overview
Katharina Beckh, Sebastian Müller, Matthias Jakobs +6
This survey presents an overview of integrating prior knowledge into machine learning systems in order to improve explainability. The complexity of machine learning models has elic…