Beyond Independent Manipulation: Individual Fairness-aware Strategic Classification with Peer Imitation 事件

Beyond Independent Manipulation: Individual Fairness-aware Strategic Classification with Peer Imitation arXiv:2606.00827v1 Announce Type: cross Abstract: Strategic classification (SC) investigates scenarios where agents manipulate their features to obtain favorable decisions from predictive models. Existing fairness-aware SC approaches primarily focus on group fairness and typically assume that agents respond independently. However, when individual fairness is required, ensuring similar individ