Ekaterina Fedorova

Desirable Effort Fairness and Optimality Trade-offs in Strategic Learning

Strategic classification examines how decision rules interact with agents who strategically adapt their features. Most existing models focus on maximizing predictive performance, assuming agents best respond to the learned classifier. However, real decision-making systems are rarely optimized solely…