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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.LGShow all

1 paper · 2 filters

cs.LG2015★ 47 cited

Bayesian Sparse Tucker Models for Dimension Reduction and Tensor Completion

Qibin Zhao, Liqing Zhang, Andrzej Cichocki

Tucker decomposition is the cornerstone of modern machine learning on tensorial data analysis, which have attracted considerable attention for multiway feature extraction, compress…

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