Generative Adversarial Regression (GAR): Learning Conditional Risk Scenarios

Saeed Asadi, Jonathan Yu-Meng Li

We propose Generative Adversarial Regression (GAR), a framework for learning conditional risk scenarios through generators aligned with downstream risk objectives. GAR builds on a…