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researcher

L. De Lathauwer

20 papers hereh-index 172k citations44 works total

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

author position
  • middle author5
  • last author15

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • math.SP5
  • math.NA4
  • eess.SP3
  • math.AG3
  • cs.CC1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20082026
most citedOn the Uniqueness of the Canonical Polyadic Decomposition of third-order tensors --- Part II: Uniqueness of the overall decomposition

154 citations · 637 across the 17 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

eess.SP2026

Sparse Approximation via Polynomial Equations

Matija Tomić, Raphaël Widdershoven, Lieven De Lathauwer

We consider the problem of finding sparse solutions of an underdetermined linear system Ax=b. In contrast to conventional approaches based on greedy algorithms or convex relaxati…

quant-ph2026

A Block Tensor Train Burer-Monteiro Framework for Low-Rank Quantum State Tomography

Shakir Showkat Sofi, Charlotte Vermeylen, Fatemeh Mohammadi +1

Quantum state tomography is a fundamental technique for estimating the state of a quantum system from measured data and plays a crucial role in evaluating the performance of quantu…

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