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researcher

Lixin Shen

8 papers hereh-index 262.6k citations105 works total

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

author position
  • first author2
  • middle author5
  • last author1

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • math.OC6
  • cs.LG1
  • math.NA1
same name
  • Lixin Shen — 6 papers, h 4
  • Lixin Shen — 3 papers, h 3
  • Lixin Shen — 1 paper, h 0
  • Lixin Shen — 1 paper, h 7
  • Lixin Shen — 1 paper, h 2

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
20112021
most citedEfficient First Order Methods for Linear Composite Regularizers

36 citations · 37 across the 4 of their papers we have counts for

collaborators
Showing 2018 · math.OCShow all

1 paper · 2 filters

math.OC2018

Structured Sparsity Promoting Functions

Lixin Shen, Bruce W. Suter, Erin E. Tripp

Motivated by the minimax concave penalty based variable selection in high-dimensional linear regression, we introduce a simple scheme to construct structured semiconvex sparsity pr…

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