University of Tokyo; University of Tokyo, RIKEN AIP
Yuto Nishimura, Taiji Suzuki
neural network;nonlinear operator learning;convolutional network;estimation error analysis
Minimax optimality of convolutional neural networks for infinite dimensional input-output problems and separation from kernel methods