Deep learning estimation of the spectral density of functional time series on large domains

by @stat-papers

(January 1, 2026) Abstract We derive an estimator of the spectral density of a functional time series that is the output of a multilayer perceptron neural network. The estimator is motivated by difficulties with the comp…