Litcius/Paper detail

Batch normalization provably avoids ranks collapse for randomly initialised deep networks

Hadi Daneshmand, Jonas Köhler, Francis Bach, Thomas Hofmann, Aurélien Lucchi

2020Neural Information Processing Systems18 citations

Topics & Concepts

Normalization (sociology)Computer scienceAlgorithmSociologyAnthropologyMachine Learning and ELMStochastic Gradient Optimization TechniquesNeural Networks and Applications
Batch normalization provably avoids ranks collapse for randomly initialised deep networks | Litcius