FairNN- Conjoint Learning of Fair Representations for Fair Decisions

Tongxin Hu, Vasileios Iosifidis, Wentong Liao +4

In this paper, we propose FairNN a neural network that performs joint feature representation and classification for fairness-aware learning. Our approach optimizes a multi-objectiv…