Fast kernel methods for data quality monitoring as a goodness-of-fit test.
Gaia GrossoNicolò LaiMarco LetiziaJacopo PazziniMarco RandoLorenzo RosascoAndrea WulzerMarco ZanettiPublished in: Mach. Learn. Sci. Technol. (2023)
Keyphrases
- kernel methods
- data quality
- kernel function
- support vector
- feature space
- learning problems
- quality management
- machine learning
- data warehouse
- support vector machine
- data cleaning
- kernel matrix
- reproducing kernel hilbert space
- data cleansing
- cell suppression
- kernel pca
- kernel trick
- kernel matrices
- multiple kernel
- kernel ridge regression
- class noise
- decision trees
- image processing