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researcher

C. Caiafa

17 papers hereh-index 233.3k citations120 works total

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

author position
  • first author4
  • middle author12

Across the 16 of 17 papers where every author was matched, so the position is known.

fields
  • math.NA3
  • cs.HC2
  • cs.IT2
  • cs.LG2
  • physics.soc-ph2
  • q-bio.QM2

identity via Semantic Scholar / OpenAlex

activity
20102025
most citedTensor Decompositions for Signal Processing Applications From Two-way to Multiway Component Analysis

1.4k citations · 1.6k across the 15 of their papers we have counts for

collaborators
Showing 2012Show all

1 paper · 1 filter

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.