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researcher

A. Cichocki

72 papers hereh-index 10852.6k citations1k works total

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

author position
  • sole author3
  • first author5
  • middle author25
  • last author36

Across the 69 of 72 papers where every author was matched, so the position is known.

fields
  • math.NA26
  • cs.LG14
  • cs.CV12
  • cs.AI2
  • cs.HC2
  • cs.IT2

identity via Semantic Scholar / OpenAlex

activity
20032026
most citedTensor Decompositions for Signal Processing Applications From Two-way to Multiway Component Analysis

1.4k citations · 5.9k across the 68 of their papers we have counts for

collaborators
Showing 2015 · cs.CVShow all

2 papers · 2 filters

cs.CV2015★ 296 cited

Smooth PARAFAC Decomposition for Tensor Completion

Tatsuya Yokota, Qibin Zhao, Andrzej Cichocki

In recent years, low-rank based tensor completion, which is a higher-order extension of matrix completion, has received considerable attention. However, the low-rank assumption is…

cs.CV2015★ 174 cited

Total Variation Regularized Tensor RPCA for Background Subtraction from Compressive Measurements

Wenfei Cao, Yao Wang, Jian Sun +4

Background subtraction has been a fundamental and widely studied task in video analysis, with a wide range of applications in video surveillance, teleconferencing and 3D modeling.…

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