Voronoi density estimator for high-dimensional data: Computation, compactification and convergence.
Vladislav PolianskiiGiovanni Luca MarchettiAlexander KravbergAnastasiia VaravaFlorian T. PokornyDanica KragicPublished in: UAI (2022)
Keyphrases
- high dimensional data
- dimensionality reduction
- density estimation
- nearest neighbor
- high dimensionality
- high dimensional
- density estimators
- low dimensional
- data distribution
- data points
- data sets
- subspace clustering
- similarity search
- data analysis
- linear discriminant analysis
- lower dimensional
- decision boundary
- manifold learning
- input space
- sparse representation
- variable selection
- input data
- data mining
- euclidean distance
- distance function