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researcher

P. Swoboda

32 papers hereh-index 191.3k citations56 works total

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

author position
  • first author6
  • middle author13
  • last author11

Across the 30 of 32 papers where every author was matched, so the position is known.

fields
  • cs.CV18
  • cs.LG5
  • math.OC5
  • cs.DS2
  • cs.AI1
  • cs.DC1

identity via Semantic Scholar / OpenAlex

activity
20132026
most citedLifted Disjoint Paths with Application in Multiple Object Tracking

84 citations · 213 across the 28 of their papers we have counts for

collaborators
Showing cs.DSShow all

2 papers · 1 filter

cs.DS2017★ 2 cited

A Dual Ascent Framework for Lagrangean Decomposition of Combinatorial Problems

Paul Swoboda, Jan Kuske, Bogdan Savchynskyy

We propose a general dual ascent framework for Lagrangean decomposition of combinatorial problems. Although methods of this type have shown their efficiency for a number of problem…

cs.DS2017★ 1 cited

A Message Passing Algorithm for the Minimum Cost Multicut Problem

Paul Swoboda, Bjoern Andres

We propose a dual decomposition and linear program relaxation of the NP -hard minimum cost multicut problem. Unlike other polyhedral relaxations of the multicut polytope, it is ame…

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