Empirical Bounds on Linear Regions of Deep Rectifier Networks.
Thiago SerraSrikumar RamalingamPublished in: AAAI (2020)
Keyphrases
- upper bound
- lower bound
- region of interest
- social networks
- piecewise constant
- complex networks
- theoretical analysis
- upper and lower bounds
- empirical risk minimization
- video sequences
- computer networks
- network design
- machine learning
- confidence bounds
- input image
- level set
- wireless sensor networks
- closed form
- multiscale
- homogeneous regions
- variance reduction
- convex combinations