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Utilizing Recurrent Neural Networks for Temporal Data Generation and Prediction

Nguyen, Thaovy TuongVirginia Tech2021

… schemes for forecasting. We create the LatentGAN architecture by extending the recurrent neural network-based ProbCast and autoencoder forecasting architectures to produce multiple forecasts for a single time series. Suites of forecasts allow for calculation of confidence intervals for …

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