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researcher

Sonja Greven

6 papers here

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

author position
  • middle author1
  • last author4

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • stat.AP3
  • stat.ME2
  • stat.ML1
ORCID 0000-0003-0495-850X
same name
  • Sonja Greven — 2 papers
  • Sonja Greven — 1 paper

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
20152024
most citedLongitudinal high-dimensional principal components analysis with application to diffusion tensor imaging of multiple sclerosis

46 citations · 47 across the 6 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2024

Deep Nonparametric Conditional Independence Tests for Images

Marco Simnacher, Xiangnan Xu, Hani Park +2

Conditional independence tests (CITs) test for conditional dependence between random variables. As existing CITs are limited in their applicability to complex, high-dimensional var…

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