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H. Trautmann

14 papers hereh-index 344.6k citations152 works total

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

author position
  • middle author6
  • last author8

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.NE4
  • cs.AI2
  • cs.SI1
  • stat.AP1
  • stat.ML1
same name
  • H. Trautmann — 3 papers, h 5

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
20152022
most citedAutomated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning

174 citations · 185 across the 13 of their papers we have counts for

collaborators
Showing 2017 · stat.MLShow all

1 paper · 2 filters

stat.ML2017★ 174 cited

Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning

Pascal Kerschke, Heike Trautmann

In this paper, we build upon previous work on designing informative and efficient Exploratory Landscape Analysis features for characterizing problems' landscapes and show their eff…

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