On the Generalization and Robustness in Conditional Value-at-Risk

Dinesh Karthik Mulumudi, Piyushi Manupriya, Gholamali Aminian +1

Conditional Value-at-Risk (CVaR) is a widely used risk-sensitive objective for learning under rare but high-impact losses, yet its statistical behavior under heavy-tailed data rema…