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Nian Si

26 papers hereh-index 10376 citations20 works total

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

author position
  • sole author1
  • first author3
  • middle author11
  • last author9

Across the 24 of 26 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • stat.ME7
  • stat.ML3
  • eess.SY2
  • math.ST2
  • cs.AI1
same name
  • Nian Si — 6 papers, h 3
  • Nian Si — 3 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
20192026
most citedConfidence Regions in Wasserstein Distributionally Robust Estimation

10 citations · 32 across the 25 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

stat.ML2021★ 2 cited

Testing Group Fairness via Optimal Transport Projections

Nian Si, Karthyek Murthy, Jose Blanchet +1

We present a statistical testing framework to detect if a given machine learning classifier fails to satisfy a wide range of group fairness notions. The proposed test is a flexible…

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