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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 2012 · cs.AIShow all

1 paper · 2 filters

cs.AI2012

Higher-Order Partial Least Squares (HOPLS): A Generalized Multi-Linear Regression Method

Qibin Zhao, Cesar F. Caiafa, Danilo P. Mandic +5

A new generalized multilinear regression model, termed the Higher-Order Partial Least Squares (HOPLS), is introduced with the aim to predict a tensor (multiway array) $\tensor{Y}$…

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