Parallel predictive entropy search for multi-objective Bayesian optimization with constraints applied to the tuning of machine learning algorithms
Eduardo C. Garrido‐Merchán, Daniel Fernández-Sánchez, Daniel Hernández-Lobato
Topics & Concepts
Bayesian optimizationComputer scienceBlack boxMathematical optimizationArtificial neural networkOptimization problemGeneralizationEntropy (arrow of time)Constraint (computer-aided design)AlgorithmArtificial intelligenceMachine learningMathematicsGeometryQuantum mechanicsPhysicsMathematical analysisAdvanced Multi-Objective Optimization AlgorithmsMachine Learning and Data ClassificationGaussian Processes and Bayesian Inference