De-amplifying Bias from Differential Privacy in Language Model Fine-tuning

Sanjari Srivastava, Piotr Mardziel, Zhikhun Zhang +3

Fairness and privacy are two important values machine learning (ML) practitioners often seek to operationalize in models. Fairness aims to reduce model bias for social/demographic…