FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute Classification

Xiaofeng Lin, Seungbae Kim, Jungseock Joo

Existing pruning techniques preserve deep neural networks' overall ability to make correct predictions but may also amplify hidden biases during the compression process. We propose…