Why does Throwing Away Data Improve Worst-Group Error?

23 May 2022

Papers citing "Why does Throwing Away Data Improve Worst-Group Error?"

4 / 4 papers shown

Title
Restoring balance: principled under/oversampling of data for optimal classification Emanuele Loffredo Mauro Pastore Simona Cocco R. Monasson 29 9 0 15 May 2024
On-Demand Sampling: Learning Optimally from Multiple Distributions Nika Haghtalab Michael I. Jordan Eric Zhao FedML 37 34 0 22 Oct 2022
Simple and near-optimal algorithms for hidden stratification and multi-group learning Abdoreza Asadpour Daniel J. Hsu 89 20 0 22 Dec 2021
An Investigation of Why Overparameterization Exacerbates Spurious Correlations Shiori Sagawa Aditi Raghunathan Pang Wei Koh Percy Liang 144 368 0 09 May 2020