Level set learning with pseudo-reversible neural networks for nonlinear dimension reduction in function approximation

Yuankai Teng, Zhu Wang, Lili Ju +2

Due to the curse of dimensionality and the limitation on training data, approximating high-dimensional functions is a very challenging task even for powerful deep neural networks.…