Localizing Changes in High-Dimensional Regression Models.
Alessandro RinaldoDaren WangQin WenRebecca WillettYi YuPublished in: AISTATS (2021)
Keyphrases
- regression model
- high dimensional
- generalized linear models
- low dimensional
- model selection
- regression methods
- prediction model
- regression analysis
- gaussian process
- linear model
- linear regression model
- dimensionality reduction
- explanatory variables
- feature space
- generalized linear
- survival analysis
- multivariate regression
- high dimensional data
- nearest neighbor
- variable selection
- linear regression
- high dimensionality
- interval valued data
- regression method
- response variable
- independent variables
- bayesian networks
- face recognition