Andrea Ponti

Wasserstein Barycenter Gaussian Process based Bayesian Optimization

2025 · arXiv (Cornell University)

Gaussian Process based Bayesian Optimization is a widely applied algorithm to learn and optimize under uncertainty, well-known for its sample efficiency. However, recently -- and more frequently -- research studies have empirically demonstrated that the …