7 citations · 12 across the 3 of their papers we have counts for
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cs.LG2021★ 1 cited
How to choose an Explainability Method? Towards a Methodical Implementation of XAI in Practice
Tom Vermeire, Thibault Laugel, Xavier Renard +2
Explainability is becoming an important requirement for organizations that make use of automated decision-making due to regulatory initiatives and a shift in public awareness. Vari…
cs.LG2020★ 4 cited
Explainable Image Classification with Evidence Counterfactual
Tom Vermeire, David Martens
The complexity of state-of-the-art modeling techniques for image classification impedes the ability to explain model predictions in an interpretable way. Existing explanation metho…