Output-weighted and relative entropy loss functions for deep learning precursors of extreme events
Samuel Rudy, Themistoklis P. Sapsis
Topics & Concepts
OutlierExtreme learning machineComputer scienceRare eventsExtreme value theoryCross entropyMachine learningRegressionArtificial intelligenceEntropy (arrow of time)Function (biology)Data miningMathematicsPrinciple of maximum entropyStatisticsArtificial neural networkEvolutionary biologyPhysicsQuantum mechanicsBiologyModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignNuclear Engineering Thermal-Hydraulics