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researcher

N. Sturma

12 papers hereh-index 474 citations14 works total

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

author position
  • first author4
  • middle author4
  • last author4

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

fields
  • math.ST6
  • stat.ME3
  • stat.ML2
  • econ.GN1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedUnpaired Multi-Domain Causal Representation Learning

9 citations · 14 across the 12 of their papers we have counts for

collaborators
Showing 2023 · stat.MLShow all

1 paper · 2 filters

stat.ML2023★ 9 cited

Unpaired Multi-Domain Causal Representation Learning

Nils Sturma, Chandler Squires, Mathias Drton +1

The goal of causal representation learning is to find a representation of data that consists of causally related latent variables. We consider a setup where one has access to data…

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