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T. Kolda

45 papers hereh-index 4920.3k citations148 works total

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

author position
  • sole author2
  • first author5
  • middle author16
  • last author19

Across the 42 of 45 papers where every author was matched, so the position is known.

fields
  • math.NA21
  • cs.SI14
  • cs.LG2
  • cs.MS2
  • stat.ML2
  • cs.AI1
same name
  • T. Kolda — 1 paper, h 19

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20102026
most citedScalable Tensor Factorizations for Incomplete Data

640 citations · 3.8k across the 44 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

math.NA2017★ 170 cited

A Practical Randomized CP Tensor Decomposition

Casey Battaglino, Grey Ballard, Tamara G. Kolda

The CANDECOMP/PARAFAC (CP) decomposition is a leading method for the analysis of multiway data. The standard alternating least squares algorithm for the CP decomposition (CP-ALS) i…

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