Concepedia

Concept

robust modeling

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11.2K

Publications

801.6K

Citations

24K

Authors

4.6K

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About

Robust modeling is a methodological approach focused on developing models that exhibit stable and reliable performance even in the presence of noisy data, outliers, or deviations from underlying assumptions. This field investigates techniques to minimize model sensitivity to such perturbations, thereby enhancing generalizability and trustworthiness in real-world applications.

Top Authors

Rankings shown are based on concept H-Index.

FD

Jiangnan University

BH

University of Alberta

EK

University of Maryland, College Park

WW

University of California, Los Angeles

LL

Linköping University

Top Institutions

Rankings shown are based on concept H-Index.

Stanford University

Stanford, United States

University of California, Berkeley

Berkeley, United States