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researcher

E. Sijben

1 paper hereh-index 3226 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.AI1

identity via Semantic Scholar / OpenAlex

most citedCausal Shapley Values: Exploiting Causal Knowledge to Explain Individual Predictions of Complex Models

31 citations · 31 across the 1 of their papers we have counts for

collaborators

1 paper

cs.AI2020★ 31 cited

Causal Shapley Values: Exploiting Causal Knowledge to Explain Individual Predictions of Complex Models

Tom Heskes, Evi Sijben, Ioan Gabriel Bucur +1

Shapley values underlie one of the most popular model-agnostic methods within explainable artificial intelligence. These values are designed to attribute the difference between a m…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.