High Dimensional Structured Estimation with Noisy Designs.
Amir Asiaee T.Soumyadeep ChatterjeeArindam BanerjeePublished in: SDM (2016)
Keyphrases
- high dimensional
- noisy data
- low dimensional
- intrinsic dimensionality
- high dimensionality
- high dimensional problems
- parameter estimation
- multi dimensional
- dimensionality reduction
- missing data
- real world
- gene expression data
- pattern recognition
- estimation algorithm
- estimation problems
- markov random field
- microarray data
- design principles
- density estimation
- variable selection
- estimation error
- face recognition
- machine learning