HY-POP: Hyperparameter optimization of machine learning models through parametric programming
William W. Tso, Baris Burnak, Efstratios N. Pistikopoulos
Topics & Concepts
HyperparameterHyperparameter optimizationQuadratic programmingMathematical optimizationBilevel optimizationComputer scienceParametric programmingMachine learningOptimization problemBayesian optimizationSupport vector machineArtificial intelligenceParametric statisticsAlgorithmMathematicsStatisticsReservoir Engineering and Simulation MethodsFault Detection and Control SystemsAdvanced Control Systems Optimization