Combining Bayesian Optimization and Lipschitz Optimization

Mohamed Osama Ahmed, Sharan Vaswani, Mark Schmidt

Bayesian optimization and Lipschitz optimization have developed alternative techniques for optimizing black-box functions. They each exploit a different form of prior about the fun…