Comparison of Uncertainty Quantification with Deep Learning in Time Series Regression

Levente Foldesi, Matias Valdenegro-Toro

Increasingly high-stakes decisions are made using neural networks in order to make predictions. Specifically, meteorologists and hedge funds apply these techniques to time series d…