Theoretical Analysis of Density Ratio Estimation.
Takafumi KanamoriTaiji SuzukiMasashi SugiyamaPublished in: IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2010)
Keyphrases
- theoretical analysis
- density ratio estimation
- outlier detection
- least squares
- covariate shift
- density ratio
- density estimation
- independent component analysis
- knowledge discovery
- detection algorithm
- conditional density estimation
- data sets
- likelihood ratio test
- model selection
- data streams
- learning algorithm
- data mining
- pairwise
- probability estimation
- association rules
- real world