What is the best RNN-cell structure to forecast each time series behavior?

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 93.8K citations

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.5K citations · Full text

Artificial Intelligence, Mathematical Programming, Model Optimization +14

Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation

Kyunghyun Cho, Bart van Merriënboer, Çaǧlar Gülçehre et al. · 2014 · 23.7K citations · Full text

Engineering, Machine Learning, Recurrent Neural Network +16

Distribution of the Estimators for Autoregressive Time Series with a Unit Root

David A. Dickey, Wayne A. Fuller · Journal of the American Statistical Association · 1979 · 22.7K citations · Full text

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A Simple Sequentially Rejective Multiple Test Procedure

Sture Holm · Scandinavian Journal of Statistics · 1979 · 21.8K citations

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