Which Algorithmic Choices Matter at Which Batch Sizes? Insights From a Noisy Quadratic Model.
Guodong ZhangLala LiZachary NadoJames MartensSushant SachdevaGeorge E. DahlChristopher J. ShallueRoger B. GrossePublished in: CoRR (2019)
Keyphrases
- probability distribution
- probabilistic model
- sensitivity analysis
- mathematical model
- conceptual model
- cost function
- management system
- object model
- formal model
- database
- high level
- artificial neural networks
- pairwise
- theoretical analysis
- computational model
- objective function
- statistical model
- closed form
- similarity measure
- image sequences
- simulation model
- feature selection