Meta-analysis of heterogeneous data: integrative sparse regression in high-dimensions.
Subha MaityYuekai SunMoulinath BanerjeePublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- high dimensions
- heterogeneous data
- meta analysis
- sparse regression
- high dimensional data
- low rank
- feature selection and classification
- high dimensionality
- high dimensional
- microarray data
- dimensionality reduction
- linear regression
- data integration
- complex data
- nearest neighbor
- data management
- high dimensional spaces
- low dimensional
- data analysis
- data points
- databases
- data sets
- gene expression data
- data sources
- gene expression profiles
- information sources
- missing values
- similarity search
- machine learning
- variable selection
- high quality
- feature ranking
- poor quality
- pattern recognition
- web data
- sparse representation
- image processing
- neural network
- data model