Fair Class-Incremental Learning using Sample Weighting

Jaeyoung Park, Minsu Kim, Steven Euijong Whang

Model fairness is becoming important in class-incremental learning for Trustworthy AI. While accuracy has been a central focus in class-incremental learning, fairness has been rela…