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Matthias Poloczek

15 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 author3
  • middle author6
  • last author6

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • stat.ML5
  • cs.DS2
  • math.OC2
  • cs.DM1
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
20132025
most citedScalable Global Optimization via Local Bayesian Optimization

143 citations · 381 across the 13 of their papers we have counts for

collaborators
Showing 2015Show all

2 papers · 1 filter

cs.DS2015★ 1 cited

Greedy Matching: Guarantees and Limitations

Bert Besser, Matthias Poloczek

Since Tinhofer proposed the MinGreedy algorithm for maximum cardinality matching in 1984, several experimental studies found the randomized algorithm to perform excellently for var…

cs.DM2015

Contagious Sets in Dense Graphs

Daniel Freund, Matthias Poloczek, Daniel Reichman

We study the activation process in undirected graphs known as bootstrap percolation: a vertex is active either if it belongs to a set of initially activated vertices or if at some…

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