Corpus ID: 12201880

The Statistical Recurrent Unit

@article{Oliva2017TheSR,
  title={The Statistical Recurrent Unit},
  author={J. Oliva and B. P{\'o}czos and J. Schneider},
  journal={ArXiv},
  year={2017},
  volume={abs/1703.00381}
}

J. Oliva, B. Póczos, J. Schneider

Published 2017

Computer Science, Mathematics

ArXiv

Sophisticated gated recurrent neural network architectures like LSTMs and GRUs have been shown to be highly effective in a myriad of applications. [...] Key Result We show the efficacy of SRUs as compared to LSTMs and GRUs in an unbiased manner by optimizing respective architectures' hyperparameters for both synthetic and real-world tasks.Expand Abstract

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