Path-Specific Causal Reasoning for Fairness-aware Cognitive Diagnosis

1 code implementation • 5 Jun 2024 • Dacao Zhang, Kun Zhang, Le Wu, Mi Tian, Richang Hong, Meng Wang

Then, we design a novel attribute-oriented predictor to decouple the sensitive attributes, in which fairness-related sensitive features will be eliminated and other useful information will be retained.

Attribute cognitive diagnosis +1