Unexpected Improvements to Expected Improvement for Bayesian Optimization
Sebastian Ament, Eytan Bakshy, Maximilian Balandat, Maximilian Balandat, David Eriksson
Topics & Concepts
Computer scienceBayesian probabilityBayesian optimizationArtificial intelligenceMathematical optimizationBayesian inferenceData miningMinificationNoise (video)Machine learningAlgorithmGaussian Processes and Bayesian InferenceAdvanced Bandit Algorithms ResearchAdvanced Multi-Objective Optimization Algorithms