Surprising Instabilities in Training Deep Networks and a Theoretical Analysis.
Yuxin SunDong LaoGanesh SundaramoorthiAnthony J. YezziPublished in: NeurIPS (2022)
Keyphrases
- theoretical analysis
- numerical simulations
- social networks
- recurrent networks
- training set
- computer networks
- echo state networks
- wireless sensor networks
- training algorithm
- network structure
- deep architectures
- telecommunication networks
- network design
- network analysis
- complex networks
- training examples
- supervised learning
- real time
- network model
- training phase
- training samples
- network parameters
- small number
- database