Improved finite-sample estimate of a nonparametric f-divergence.
Prad KadambiAlan WislerVisar BerishaPublished in: ACSSC (2017)
Keyphrases
- finite sample
- parzen window
- sample size
- uniform convergence
- error bounds
- nearest neighbor
- statistical learning theory
- density estimation
- generalization bounds
- mutual information
- probability density
- pattern classification
- probability density function
- pairwise
- generalization error
- learning algorithm
- worst case
- upper bound
- optimal solution
- decision trees