Density estimation from unweighted k-nearest neighbor graphs: a roadmap.
Ulrike von LuxburgMorteza AlamgirPublished in: NIPS (2013)
Keyphrases
- density estimation
- k nearest neighbor
- graph construction
- knn
- nearest neighbor
- mixture model
- probability density function
- probability density
- density function
- gaussian mixture model
- knn classifier
- parzen window
- outlier detection
- support vector machine svm
- edge weights
- neural network
- text classification
- support vector machine
- databases
- decision boundary
- feature selection
- machine learning
- distance function
- generative model
- em algorithm
- active learning
- high dimensional
- computer vision
- density estimates
- density estimators