output
20032026
most citedLSTM: A Search Space Odyssey

7.1k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2015 · cs.LGShow all

2 papers · 2 filters

cs.LG2015★ 87 cited

Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters

Jelena Luketina, Mathias Berglund, Klaus Greff +1

Hyperparameter selection generally relies on running multiple full training trials, with selection based on validation set performance. We propose a gradient-based approach for loc…

cs.LG2015★ 1.3k cited

Training Very Deep Networks

Rupesh Kumar Srivastava, Klaus Greff, Jürgen Schmidhuber

Theoretical and empirical evidence indicates that the depth of neural networks is crucial for their success. However, training becomes more difficult as depth increases, and traini…