Spurious feature reliance is a challenge in achieving balanced performance in machine learning models. Here, the authors demonstrate that a small subset of neurons are responsible for memorizing spurious correlations and show that this concentrated memorization contributes to imbalanced performance.
- Chenyu You
- Haocheng Dai
- James S. Duncan
