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Simone Stumpf

7 papers hereh-index 590 citations13 works total

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

author position
  • middle author7

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.HC5
  • cs.AI1
  • cs.LG1
same name
  • Simone Stumpf — 4 papers, h 8
  • Simone Stumpf — 4 papers, h 3
  • Simone Stumpf — 2 papers, h 2
  • Simone Stumpf — 1 paper, h 2
  • Simone Stumpf — 1 paper, h 2

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

activity
20232026
most citedEXMOS: Explanatory Model Steering Through Multifaceted Explanations and Data Configurations

38 citations · 63 across the 6 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.HC2025

Importance of User Control in Data-Centric Steering for Healthcare Experts

Aditya Bhattacharya, Simone Stumpf, Katrien Verbert

As Artificial Intelligence (AI) becomes increasingly integrated into high-stakes domains like healthcare, effective collaboration between healthcare experts and AI systems is criti…

cs.HC2025★ 6 cited

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems

Aditya Bhattacharya, Simone Stumpf, Robin De Croon +1

Representation bias is one of the most common types of biases in artificial intelligence (AI) systems, causing AI models to perform poorly on underrepresented data segments. Althou…

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