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P. Kerschke

29 papers hereh-index 232.4k citations88 works total

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

author position
  • sole author1
  • first author2
  • middle author16
  • last author10

Across the 29 of 29 papers where every author was matched, so the position is known.

fields
  • cs.NE10
  • cs.LG7
  • cs.AI5
  • math.OC3
  • stat.ML3
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedAutomated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning

174 citations · 389 across the 26 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

cs.LG2018★ 6 cited

Automated Algorithm Selection: Survey and Perspectives

Pascal Kerschke, Holger H. Hoos, Frank Neumann +1

It has long been observed that for practically any computational problem that has been intensely studied, different instances are best solved using different algorithms. This is pa…

stat.AP2018

Estimation of component reliability from superposed renewal processes with masked cause of failure by means of latent variables

Agatha Rodrigues, Pascal Kerschke, Carlos Alberto de B. Pereira +4

In a system, there are identical replaceable components working for a given task and a failed component is replaced by a functioning one in the corresponding position, which charac…

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