$\alpha$-PFN: Fast Entropy Search via In-Context Learning

Herilalaina Rakotoarison, Steven Adriaensen, Tom Viering +4

Information-theoretic acquisition functions such as Entropy Search (ES) offer a principled exploration-exploitation framework for Bayesian optimization (BO). However, their practic…