expected improvement

4 papers

• Adaptive Kernel Design for Bayesian Optimization Is a Piece of CAKE with LLMs
• Convergence Rates of Constrained Expected Improvement
• Covering Multiple Objectives with a Small Set of Solutions Using Bayesian Optimization
• LILO: Learning to Reason at the Frontier of Learnability