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Jakob Bossek

27 papers hereh-index 181.3k citations80 works total

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

author position
  • first author17
  • middle author10

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • cs.NE21
  • cs.AI2
  • stat.ML2
  • cs.DS1
  • cs.LG1
same name
  • Jakob Bossek — 1 paper
  • Jakob Bossek — 1 paper, 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

activity
20172026
most citedmlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions

136 citations · 418 across the 27 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

cs.NE2023

On Single-Objective Sub-Graph-Based Mutation for Solving the Bi-Objective Minimum Spanning Tree Problem

Jakob Bossek, Christian Grimme

We contribute to the efficient approximation of the Pareto-set for the classical NP-hard multi-objective minimum spanning tree problem (moMST) adopting evolutionary com…

cs.NE2023★ 1 cited

On the Impact of Operators and Populations within Evolutionary Algorithms for the Dynamic Weighted Traveling Salesperson Problem

Jakob Bossek, Aneta Neumann, Frank Neumann

Evolutionary algorithms have been shown to obtain good solutions for complex optimization problems in static and dynamic environments. It is important to understand the behaviour o…

cs.NE2023★ 4 cited

Runtime Analysis of Quality Diversity Algorithms

Jakob Bossek, Dirk Sudholt

Quality diversity~(QD) is a branch of evolutionary computation that gained increasing interest in recent years. The Map-Elites QD approach defines a feature space, i.e., a partitio…

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