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researcher

J. Virta

38 papers hereh-index 13481 citations66 works total

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

author position
  • sole author4
  • first author15
  • middle author1
  • last author18

Across the 38 of 38 papers where every author was matched, so the position is known.

fields
  • math.ST28
  • stat.ME8
  • cs.CR1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedIndependent component analysis for tensor-valued data

42 citations · 237 across the 36 of their papers we have counts for

collaborators
Showing 2025 · stat.MEShow all

1 paper · 2 filters

stat.ME2025

A method for sparse and robust independent component analysis

Lauri Heinonen, Joni Virta

This work presents sparse invariant coordinate selection, SICS, a new method for sparse and robust independent component analysis. SICS is based on classical invariant coordinate s…

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