32 citations · 33 across the 7 of their papers we have counts for
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cs.LG2021
Towards Rigorous Interpretations: a Formalisation of Feature Attribution
Darius Afchar, Romain Hennequin, Vincent Guigue
Feature attribution is often loosely presented as the process of selecting a subset of relevant features as a rationale of a prediction. Task-dependent by nature, precise definitio…
cs.LG2020★ 32 cited
Making Neural Networks Interpretable with Attribution: Application to Implicit Signals Prediction
Darius Afchar, Romain Hennequin
Explaining recommendations enables users to understand whether recommended items are relevant to their needs and has been shown to increase their trust in the system. More generall…