The Impact of Coreset Selection on Spurious Correlations and Group Robustness

Amaya Dharmasiri, William Yang, Polina Kirichenko +2

Coreset selection methods have shown promise in reducing the training data size while maintaining model performance for data-efficient machine learning. However, as many datasets s…