Beyond Grids: Multi-objective Bayesian Optimization With Adaptive Discretization

Andi Nika, Sepehr Elahi, Çağın Ararat +1

We consider the problem of optimizing a vector-valued objective function $\mathbf{f}$ sampled from a Gaussian Process (GP) whose index set is a well-behaved, compact metric spa…