A robust approach to warped Gaussian process-constrained optimization

Johannes Wiebe, Inês Cecílio, Jonathan Dunlop +1

Optimization problems with uncertain black-box constraints, modeled by warped Gaussian processes, have recently been considered in the Bayesian optimization setting. This work intr…