Evaluating the effectiveness of predicting covariates in LSTM Networks for Time Series Forecasting

Gareth Davies

Autoregressive Recurrent Neural Networks are widely employed in time-series forecasting tasks, demonstrating effectiveness in univariate and certain multivariate scenarios. However…