65 citations · 98 across the 6 of their papers we have counts for
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cs.LG2018★ 65 cited
Contrastive Explanations for Reinforcement Learning in terms of Expected Consequences
Jasper van der Waa, Jurriaan van Diggelen, Karel van den Bosch +1
Machine Learning models become increasingly proficient in complex tasks. However, even for experts in the field, it can be difficult to understand what the model learned. This hamp…
stat.ML2018★ 20 cited
Contrastive Explanations with Local Foil Trees
Jasper van der Waa, Marcel Robeer, Jurriaan van Diggelen +2
Recent advances in interpretable Machine Learning (iML) and eXplainable AI (XAI) construct explanations based on the importance of features in classification tasks. However, in a h…