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S. Goethals

10 papers hereh-index 151.2k citations36 works total

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

author position
  • first author5
  • middle author5

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.AI3
  • cs.CY2

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedReranking individuals: The effect of fair classification within-groups

4 citations · 8 across the 10 of their papers we have counts for

collaborators
Showing 2023 · cs.AIShow all

2 papers · 2 filters

cs.AI2023★ 2 cited

Manipulation Risks in Explainable AI: The Implications of the Disagreement Problem

Sofie Goethals, David Martens, Theodoros Evgeniou

Artificial Intelligence (AI) systems are increasingly used in high-stakes domains of our life, increasing the need to explain these decisions and to make sure that they are aligned…

cs.AI2023

Unveiling the Potential of Counterfactuals Explanations in Employability

Raphael Mazzine Barbosa de Oliveira, Sofie Goethals, Dieter Brughmans +1

In eXplainable Artificial Intelligence (XAI), counterfactual explanations are known to give simple, short, and comprehensible justifications for complex model decisions. However, w…

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