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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 cs.LGShow all

1 paper · 1 filter

cs.LG2020

Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem

Moritz Seiler, Janina Pohl, Jakob Bossek +2

In this work we focus on the well-known Euclidean Traveling Salesperson Problem (TSP) and two highly competitive inexact heuristic TSP solvers, EAX and LKH, in the context of per-i…

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