Density Estimation for Geolocation via Convolutional Mixture Density Network.
Hayate IsoShoko WakamiyaEiji AramakiPublished in: CoRR (2017)
Keyphrases
- density estimation
- mixture model
- mixture modeling
- nonparametric density estimation
- density function
- density estimators
- probability density
- density estimates
- gaussian mixture model
- exponential family
- mixture of gaussians
- probability density function
- em algorithm
- expectation maximization
- kernel density estimation
- gaussian mixture
- kernel density estimator
- outlier detection
- probabilistic model
- unsupervised learning
- maximum likelihood
- data sets
- data streams
- bayesian networks
- model selection
- image segmentation
- active learning
- feature vectors
- parzen window