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Nico Vervliet

3 papers hereh-index 12616 citations47 works total

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author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • eess.SP2
  • math.OC1

identity via Semantic Scholar / OpenAlex

most citedComputing Large-Scale Matrix and Tensor Decomposition with Structured Factors: A Unified Nonconvex Optimization Perspective

34 citations · 35 across the 3 of their papers we have counts for

collaborators
Showing math.OCShow all

1 paper · 1 filter

math.OC2020★ 1 cited

A quadratically convergent proximal algorithm for nonnegative tensor decomposition

Nico Vervliet, Andreas Themelis, Panagiotis Patrinos +1

The decomposition of tensors into simple rank-1 terms is key in a variety of applications in signal processing, data analysis and machine learning. While this canonical polyadic de…

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