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Shixiang Chen

18 papers hereh-index 10453 citations16 works total

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

author position
  • first author6
  • middle author10
  • last author2

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • math.OC9
  • cs.LG7
  • stat.ML2
same name
  • Shixiang Chen — 8 papers
  • Shixiang Chen — 1 paper, h 1

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
20162026
most citedInducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network?

21 citations · 78 across the 16 of their papers we have counts for

collaborators
Showing 2016Show all

1 paper · 1 filter

math.OC2016★ 8 cited

Geometric descent method for convex composite minimization

Shixiang Chen, Shiqian Ma, Wei Liu

In this paper, we extend the geometric descent method recently proposed by Bubeck, Lee and Singh to tackle nonsmooth and strongly convex composite problems. We prove that our propo…

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