A measure theoretical approach to the mean-field maximum principle for training NeurODEs
Benoît Bonnet, Cristina Cipriani, Massimo Fornasier, Hui Huang
Topics & Concepts
MathematicsMaximum principleLagrange multiplierLipschitz continuityApplied mathematicsMean field theoryMeasure (data warehouse)UniquenessMathematical optimizationOptimal controlMathematical analysisComputer scienceQuantum mechanicsDatabasePhysicsSparse and Compressive Sensing TechniquesNeuroinflammation and Neurodegeneration MechanismsStochastic Gradient Optimization Techniques