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David Martens

5 papers here

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

author position
  • middle author1
  • last author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.CY1
  • cs.LG1
  • stat.ML1
ORCID 0000-0001-8397-2937
same name
  • David Martens — 4 papers, h 40
  • David Martens — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedExplaining Classification Models Built on High-Dimensional Sparse Data

14 citations · 16 across the 5 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

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…

cs.AI2023★ 1 cited

Disagreement amongst counterfactual explanations: How transparency can be deceptive

Dieter Brughmans, Lissa Melis, David Martens

Counterfactual explanations are increasingly used as an Explainable Artificial Intelligence (XAI) technique to provide stakeholders of complex machine learning algorithms with expl…

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