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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 2017 · stat.MLShow all

1 paper · 2 filters

stat.ML2017★ 8 cited

Data-driven Optimal Cost Selection for Distributionally Robust Optimization

Jose Blanchet, Yang Kang, Fan Zhang +1

Recently, (Blanchet, Kang, and Murhy 2016, and Blanchet, and Kang 2017) showed that several machine learning algorithms, such as square-root Lasso, Support Vector Machines, and reg…

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