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Xin Guo

4 papers hereh-index 391 citations7 works total

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

author position
  • sole author1
  • first author1
  • last author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • math.OC1
  • stat.ME1
  • stat.ML1
same name
  • Xin Guo — 9 papers, h 3
  • Xin Guo — 6 papers, h 16
  • Xin Guo — 6 papers, h 6
  • Xin Guo — 6 papers, h 2
  • Xin Guo — 5 papers, h 2
  • Xin Guo — 5 papers, h 3

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
20172026
most citedAmbiguity set and learning via Bregman and Wasserstein

4 citations · 4 across the 3 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2017★ 4 cited

Ambiguity set and learning via Bregman and Wasserstein

Xin Guo, Johnny Hong, Nan Yang

Construction of ambiguity set in robust optimization relies on the choice of divergences between probability distributions. In distribution learning, choosing appropriate probabili…

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