Safe Zeroth-Order Convex Optimization Using Quadratic Local Approximations

Baiwei Guo, Yuning Jiang, Maryam Kamgarpour +1

We address black-box convex optimization problems, where the objective and constraint functions are not explicitly known but can be sampled within the feasible set. The challenge i…