Adjusting for Autocorrelated Errors in Neural Networks for Time Series

1 code implementation • NeurIPS 2021 • Fan-Keng Sun, Christopher I. Lang, Duane S. Boning

A common assumption in training neural networks via maximum likelihood estimation on time series is that the errors across time steps are uncorrelated.

Time Series Time Series Forecasting +1