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researcher

Karthyek Murthy

23 papers hereh-index 111.3k citations27 works total

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

author position
  • first author1
  • middle author8
  • last author14

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • math.OC5
  • math.PR5
  • math.ST4
  • stat.ML4
  • q-fin.RM3
  • q-fin.ST1

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedRobust Wasserstein Profile Inference and Applications to Machine Learning

270 citations · 352 across the 19 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

math.ST2019★ 10 cited

Confidence Regions in Wasserstein Distributionally Robust Estimation

Jose Blanchet, Karthyek Murthy, Nian Si

Wasserstein distributionally robust optimization estimators are obtained as solutions of min-max problems in which the statistician selects a parameter minimizing the worst-case lo…

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