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Machine Learning Approximation Algorithms for High-Dimensional Fully Nonlinear Partial Differential Equations and Second-order Backward Stochastic Differential Equations

Numerical AnalysisEngineeringMachine LearningData SciencePde-constrained OptimizationLarge Scale OptimizationApproximation MethodInverse ProblemsApproximation AlgorithmsApproximation TheoryStochastic Differential Equation