Memory Classifiers: Two-stage Classification for Robustness in Machine Learning

Souradeep Dutta, Yahan Yang, Elena Bernardis +2

The performance of machine learning models can significantly degrade under distribution shifts of the data. We propose a new method for classification which can improve robustness…