Safe Start: Configuring Optimization Algorithms for Decision-Making under Extreme Risks

Henry Lam, Wasin Meesena

We consider stochastic optimization where the goal is not only to optimize an average-case objective, but also to mitigate the occurrence of rare catastrophic events. This problem…