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researcher

Soroosh Shafiee

17 papers hereh-index 5116 citations18 works total

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

author position
  • first author2
  • middle author8
  • last author6

Across the 16 of 17 papers where every author was matched, so the position is known.

fields
  • math.OC11
  • cs.LG3
  • stat.ML2
  • cs.GT1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedDistributionally Robust Optimization

82 citations · 85 across the 14 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

stat.ML2022

Wasserstein Distributionally Robust Estimation in High Dimensions: Performance Analysis and Optimal Hyperparameter Tuning

Liviu Aolaritei, Soroosh Shafiee, Florian Dörfler

Distributionally robust optimization (DRO) has become a powerful framework for estimation under uncertainty, offering strong out-of-sample performance and principled regularization…

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