The Full Spectrum of Deep Net Hessians At Scale: Dynamics with Sample Size.
Vardan PapyanPublished in: CoRR (2018)
Keyphrases
- sample size
- random sampling
- model selection
- small sample
- upper bound
- finite sample
- small sample size
- covariance matrix
- statistical power
- pac learning
- statistical tests
- progressive sampling
- statistical hypothesis testing
- small samples
- number of training samples
- worst case
- confidence intervals
- generalization error
- variance reduction
- evolutionary algorithm
- special case