Search Results for author: Ruby Shrestha

Found 1 papers, 0 papers with code

Distributionally Robust Optimization and Invariant Representation Learning for Addressing Subgroup Underrepresentation: Mechanisms and Limitations

no code implementations12 Aug 2023 Nilesh Kumar, Ruby Shrestha, Zhiyuan Li, Linwei Wang

Spurious correlation caused by subgroup underrepresentation has received increasing attention as a source of bias that can be perpetuated by deep neural networks (DNNs).

Image Classification Medical Image Classification +1

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