Entropic risk minimization for nonparametric estimation of mixing distributions.
Kazuho WatanabeShiro IkedaPublished in: Mach. Learn. (2015)
Keyphrases
- risk minimization
- nonparametric estimation
- probability density
- loss function
- empirical risk
- uniform convergence
- line search
- generalization error
- probability distribution
- random variables
- multi category
- density estimation
- gaussian mixture model
- decision trees
- probability density function
- cross validation
- feature vectors
- pairwise