Nonparametric Estimation of Probability Density Functions of Random Persistence Diagrams.
Vasileios MaroulasJoshua L. MikeChristopher OballePublished in: J. Mach. Learn. Res. (2019)
Keyphrases
- probability density function
- nonparametric estimation
- probability density
- density estimation
- probability distribution
- density function
- bayesian framework
- em algorithm
- generalized gaussian
- kullback leibler divergence
- mixture model
- parzen window
- gaussian mixture
- gaussian mixture model
- kernel density estimation
- statistical methods
- higher order statistics
- pattern recognition
- class conditional
- texture descriptors
- expectation maximization
- bayesian formulation
- probability distribution functions
- feature space
- machine learning
- least squares
- uncertain objects