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researcher

Johanna Vielhaben

12 papers hereh-index 8439 citations16 works total

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

author position
  • first author6
  • middle author5
  • last author1

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

fields
  • cs.CV4
  • cs.LG4
  • cs.SD2
  • cond-mat.stat-mech1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedMulti-dimensional concept discovery (MCD): A unifying framework with completeness guarantees

12 citations · 42 across the 10 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022★ 2 cited

Sparse Subspace Clustering for Concept Discovery (SSCCD)

Johanna Vielhaben, Stefan Blücher, Nils Strodthoff

Concepts are key building blocks of higher level human understanding. Explainable AI (XAI) methods have shown tremendous progress in recent years, however, local attribution method…

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