Statistical Topological Data Analysis - A Kernel Perspective.
Roland KwittStefan HuberMarc NiethammerWeili LinUlrich BauerPublished in: NIPS (2015)
Keyphrases
- data analysis
- data mining and statistical
- machine learning
- data mining
- data collection
- statistical analysis
- kernel function
- statistics and machine learning
- data processing
- information theoretic
- kernel methods
- feature space
- data warehouse
- rough sets
- statistical methods
- support vector
- mutual subspace method
- kernel density estimators
- sparse kernel
- multi aspect
- statistical approaches
- big data
- high dimensional data
- viewpoint