Stability Evaluation via Distributional Perturbation Analysis

Jose Blanchet, Peng Cui, Jiajin Li +1

The performance of learning models often deteriorates when deployed in out-of-sample environments. To ensure reliable deployment, we propose a stability evaluation criterion based…