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researcher

K. Heinrich

3 papers hereh-index 132.4k citations38 works total

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

author position
  • middle author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.CL1
  • cs.LG1
same name
  • K. Heinrich — 4 papers, 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

most citedMachine learning and deep learning

2.6k citations · 2.7k across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2022★ 130 cited

Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability

Lukas-Valentin Herm, Kai Heinrich, Jonas Wanner +1

Machine learning algorithms enable advanced decision making in contemporary intelligent systems. Research indicates that there is a tradeoff between their model performance and exp…

cs.CL2022★ 1 cited

Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations

Johannes Graf, Gino Lancho, Patrick Zschech +1

The COVID-19 pandemic is accompanied by a massive "infodemic" that makes it hard to identify concise and credible information for COVID-19-related questions, like incubation time,…

cs.AI2021★ 2.6k cited

Machine learning and deep learning

Christian Janiesch, Patrick Zschech, Kai Heinrich

Today, intelligent systems that offer artificial intelligence capabilities often rely on machine learning. Machine learning describes the capacity of systems to learn from problem-…

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