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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 2025Show all

2 papers · 1 filter

stat.ME2025

Representation-Aware Distributionally Robust Optimization: A Knowledge Transfer Framework

Zitao Wang, Nian Si, Molei Liu

Distributionally robust optimization (DRO) protects statistical learning against distributional shifts by optimizing the worst-case performance over a set of perturbed distribution…

stat.ME2025★ 1 cited

Experimental Designs for Multi-Item Multi-Period Inventory Control

Xinqi Chen, Xingyu Bai, Zeyu Zheng +1

Randomized experiments, or A/B testing, are the gold standard for evaluating interventions, yet they remain underutilized in inventory management. This study addresses this gap by…

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