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kam theory

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hamiltonian neural network (1) covering number (1) approximation theory (1) physics-informed neural network (1) generalization error bound (1) perturbation theory (1) statistical learning theory (1)

Papers

KAM Theory Meets Statistical Learning Theory: Hamiltonian Neural Networks with Non-zero Training Loss AAAI 2022