A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization

Nuojin Cheng, Leonard Papenmeier, Stephen Becker +1

Bayesian optimization is a widely used method for optimizing expensive black-box functions, with Expected Improvement being one of the most commonly used acquisition functions. In…