Concepedia

Karthyek Murthy

KM

10

Publications

489

Citations

10

H-Index

2013

Active since

Affiliations

Stanford University(Current)

Singapore University of Technology and Design

Columbia University

Karthyek Murthy is an author at Stanford University specializing in engineering, uncertainty quantification, and statistics.

ORCID

Top concepts

Publications per year

2013–2021

10

Publications

10

Robust Wasserstein profile inference and applications to machine learning

José Blanchet, Yang Kang, Karthyek Murthy · Journal of Applied Probability · 2019 · 260 citations · Full text

Quantifying Distributional Model Risk Via Optimal Transport

José Blanchet, Karthyek Murthy · Mathematics of Operations Research · 2016 · 60 citations · Full text

Statistical Analysis of Wasserstein Distributionally Robust Estimators

José Blanchet, Karthyek Murthy, Viet Anh Nguyen · 2021 · 30 citations

, , +17

Optimal Transport-Based Distributionally Robust Optimization: Structural Properties and Iterative Schemes

José Blanchet, Karthyek Murthy, Fan Zhang · Mathematics of Operations Research · 2021 · 30 citations

, , +18

On distributionally robust extreme value analysis

José Blanchet, Fei He, Karthyek Murthy · Extremes · 2020 · 28 citations · Full text

, , +6

Rows per page

1–5 of 10