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researcher

E. Helou

13 papers hereh-index 10304 citations40 works total

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

author position
  • first author8
  • middle author3
  • last author2

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • math.OC7
  • math.NA4
  • cs.GR1
  • physics.med-ph1

identity via Semantic Scholar / OpenAlex

activity
20142021
most citedε-Subgradient Algorithms for Bilevel Convex Optimization

19 citations · 66 across the 12 of their papers we have counts for

collaborators
Showing 2021 · math.NAShow all

1 paper · 2 filters

math.NA2021

Unbiased Bregman-Risk Estimators: Application to Regularization Parameter Selection in Tomographic Image Reconstruction

Elias S. Helou, Sandra A. Santos, Lucas E. A. Simões

Unbiased estimators are introduced for averaged Bregman divergences which generalize Stein's Unbiased (Predictive) Risk Estimator, and the minimization of these estimators is propo…

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