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researcher

Matthias Poloczek

12 papers hereh-index 202.4k citations42 works total

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

author position
  • first author1
  • middle author5
  • last author6

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • stat.ML4
  • math.OC2
  • cs.DS1
same name
  • Matthias Poloczek — 2 papers, h 1

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
20152025
most citedScalable Global Optimization via Local Bayesian Optimization

143 citations · 159 across the 7 of their papers we have counts for

collaborators
Showing 2018 · stat.MLShow all

1 paper · 2 filters

stat.ML2018

Bayesian Optimization of Combinatorial Structures

Ricardo Baptista, Matthias Poloczek

The optimization of expensive-to-evaluate black-box functions over combinatorial structures is an ubiquitous task in machine learning, engineering and the natural sciences. The com…

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