Karthyek Murthy

Karthyek Murthy

Singapore University of Technology and Design - Singapore / Singapore
Engineering & Technology / Computer Science
AD Scientific Index ID: 362241
-
person_outline Karthyek Murthy's MOST POPULAR ARTICLES
1-) Quantifying distributional model risk via optimal transportJ Blanchet, K MurthyMathematics of Operations Research 44 (2), 565-600, 20192792019
2-) Robust Wasserstein profile inference and applications to machine learningJ Blanchet, Y Kang, K MurthyJournal of Applied Probability 56 (3), 830-857, 20192602019
3-) Optimal transport-based distributionally robust optimization: Structural properties and iterative schemesJ Blanchet, K Murthy, F ZhangMathematics of Operations Research 47 (2), 1500-1529, 2022582022
4-) Confidence regions in Wasserstein distributionally robust estimationJ Blanchet, K Murthy, N SiBiometrika 109 (2), 295-315, 2022712022
5-) Data-driven optimal transport cost selection for distributionally robust optimizationJ Blanchet, Y Kang, K Murthy, F Zhang2019 winter simulation conference (WSC), 3740-3751, 2019622019