A data-driven robust optimization algorithm for black-box cases: An application to hyper-parameter optimization of machine learning algorithms
Farshad Seifi, Mohammad Javad Azizi, Seyed Taghi Akhavan Niaki
Topics & Concepts
Bayesian optimizationAlgorithmComputer scienceOptimization problemRobust optimizationOptimization algorithmGaussian processMathematical optimizationBlack boxData pointMachine learningArtificial intelligenceGaussianMathematicsQuantum mechanicsPhysicsAdvanced Multi-Objective Optimization AlgorithmsGaussian Processes and Bayesian InferenceProbabilistic and Robust Engineering Design