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researcher

Thomas Bartz-Beielstein

TH Köln

7 papers hereh-index 215 citations17 works total

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

author position
  • sole author1
  • first author2
  • middle author1
  • last author3

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

fields
  • cs.LG3
  • math.OC2
  • cs.SE1
  • math.NA1
affiliations
  • TH Köln

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedEnhancing Feature Selection and Interpretability in AI Regression Tasks Through Feature Attribution

4 citations · 4 across the 5 of their papers we have counts for

collaborators
Showing math.OCShow all

2 papers · 1 filter

math.OC2025

Multi-Objective Optimization with Desirability and Morris-Mitchell Criterion

Thomas Bartz-Beielstein, Eva Bartz, Alexander Hinterleitner +2

Industrial experimental designs frequently lack optimal space-filling properties, rendering them unrepresentative. This study presents a comprehensive methodology to refine existin…

math.OC2025

Multi-Objective Optimization and Hyperparameter Tuning With Desirability Functions

Thomas Bartz-Beielstein

The desirability-function approach is a widely adopted method for optimizing multiple-response processes. Kuhn (2016) implemented the packages desirability and desirability2 in the…

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