An equipartition property for high-dimensional log-concave distributions.
Sergey G. BobkovMokshay M. MadimanPublished in: Allerton Conference (2012)
Keyphrases
- high dimensional
- dimensionality reduction
- probability distribution
- low dimensional
- random variables
- data points
- high dimensional data
- high dimensionality
- high dimensional problems
- feature space
- similarity search
- parameter space
- sparse data
- heavy tailed
- machine learning
- normal distribution
- dimensional data
- variable selection
- statistical distributions
- gene expression data
- multi modal
- multi dimensional
- nearest neighbor
- bayesian networks
- learning algorithm
- information retrieval