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researcher

V. Cheplygina

53 papers hereh-index 274.6k citations90 works total

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

author position
  • sole author1
  • first author13
  • middle author18
  • last author18

Across the 50 of 53 papers where every author was matched, so the position is known.

fields
  • cs.CV41
  • eess.IV4
  • stat.ML4
  • cs.LG2
  • cs.CY1
  • cs.HC1

identity via Semantic Scholar / OpenAlex

activity
20132026
most citedMultiple Instance Learning: A Survey of Problem Characteristics and Applications

758 citations · 2.1k across the 52 of their papers we have counts for

collaborators
Showing 2013Show all

1 paper · 1 filter

stat.ML2013★ 137 cited

Multiple Instance Learning with Bag Dissimilarities

Veronika Cheplygina, David M. J. Tax, Marco Loog

Multiple instance learning (MIL) is concerned with learning from sets (bags) of objects (instances), where the individual instance labels are ambiguous. In this setting, supervised…

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