Complexity, Statistical Risk, and Metric Entropy of Deep Nets Using Total Path Variation.
Andrew R. BarronJason M. KlusowskiPublished in: CoRR (2019)
Keyphrases
- nearest neighbor
- information theoretic
- information theory
- minimum risk
- mutual information
- computational complexity
- worst case
- shortest path
- statistical information
- statistical models
- information geometry
- complexity measures
- high risk
- information content
- data sets
- statistical analysis
- data driven
- decision trees
- metric space
- risk measures
- distance measure