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Torty Sivill

1 paper hereh-index 356 citations5 works total

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  • first author1

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

fields
  • cs.LG1

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most citedShapley Sets: Feature Attribution via Recursive Function Decomposition

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

collaborators

1 paper

cs.LG2023★ 1 cited

Shapley Sets: Feature Attribution via Recursive Function Decomposition

Torty Sivill, Peter Flach

Despite their ubiquitous use, Shapley value feature attributions can be misleading due to feature interaction in both model and data. We propose an alternative attribution approach…

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