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Axel Parmentier

23 papers hereh-index 11455 citations36 works total

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

author position
  • sole author2
  • first author6
  • middle author9
  • last author6

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • math.OC13
  • cs.LG5
  • cs.DS2
  • cs.RO1
  • math.PR1
  • stat.ML1
same name
  • Axel Parmentier — 9 papers, h 2
  • Axel Parmentier — 4 papers, h 2
  • Axel Parmentier — 2 papers, h 1
  • Axel Parmentier — 1 paper, 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
20142024
most citedOptimal Counterfactual Explanations in Tree Ensembles

8 citations · 31 across the 20 of their papers we have counts for

collaborators
Showing cs.ROShow all

1 paper · 1 filter

cs.RO2021

Learning structured approximations of combinatorial optimization problems

Axel Parmentier

Machine learning pipelines that include a combinatorial optimization layer can give surprisingly efficient heuristics for difficult combinatorial optimization problems. Three quest…

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