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researcher

Shumin Ma

3 papers here

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

author position
  • middle author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • econ.EM1
  • math.OC1
same name
  • Shumin Ma — 1 paper

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

collaborators
Showing math.OCShow all

1 paper · 1 filter

math.OC2019

Understanding Distributional Ambiguity via Non-robust Chance Constraint

Qi Wu, Shumin Ma, Cheuk Hang Leung +2

This paper provides a non-robust interpretation of the distributionally robust optimization (DRO) problem by relating the distributional uncertainties to the chance probabilities.…

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