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researcher

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 2015Show all

2 papers · 1 filter

cs.AI2015★ 4 cited

ASlib: A Benchmark Library for Algorithm Selection

Bernd Bischl, Pascal Kerschke, Lars Kotthoff +8

The task of algorithm selection involves choosing an algorithm from a set of algorithms on a per-instance basis in order to exploit the varying performance of algorithms over a set…

cs.AI2015

Averaged Hausdorff Approximations of Pareto Fronts based on Multiobjective Estimation of Distribution Algorithms

Luis Marti, Christian Grimme, Pascal Kerschke +2

In the a posteriori approach of multiobjective optimization the Pareto front is approximated by a finite set of solutions in the objective space. The quality of the approximation c…

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