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researcher

Gerard Schouten

9 papers hereh-index 695 citations17 works total

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

author position
  • middle author5
  • last author3

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.AI3
  • cs.LG2
  • cs.CV1
  • cs.CY1
  • cs.HC1
  • cs.SE1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedDataset Distribution Impacts Model Fairness: Single vs. Multi-Task Learning

3 citations · 7 across the 7 of their papers we have counts for

collaborators
Showing cs.AIShow all

3 papers · 1 filter

cs.AI2026

Effect of Demographic Bias on Skin Lesion Classification

Ralf Raumanns, Gerard Schouten, Veronika Cheplygina +1

In this study, we evaluate the performance of skin lesion classification using ResNet-based convolutional models, focusing on the impact of demographic bias in training data, parti…

cs.AI2023★ 1 cited

Defining Quality Requirements for a Trustworthy AI Wildflower Monitoring Platform

Petra Heck, Gerard Schouten

For an AI solution to evolve from a trained machine learning model into a production-ready AI system, many more things need to be considered than just the performance of the machin…

cs.AI2021

Lessons Learned from Educating AI Engineers

Petra Heck, Gerard Schouten

Over the past three years we have built a practice-oriented, bachelor level, educational programme for software engineers to specialize as AI engineers. The experience with this pr…

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