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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 2018 · math.NAShow all

1 paper · 2 filters

math.NA2018

Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition

Anh-Huy Phan, Andrzej Cichocki, Ivan Oseledets +3

The Canonical Polyadic decomposition (CPD) is a convenient and intuitive tool for tensor factorization; however, for higher-order tensors, it often exhibits high computational cost…

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