Column Subset Selection with Missing Data via Active Sampling.
Yining WangAarti SinghPublished in: AISTATS (2015)
Keyphrases
- missing data
- subset selection
- active sampling
- feature selection
- selective sampling
- active learning
- missing values
- data matrix
- low rank
- matrix factorization
- learning to rank
- incomplete data
- free form
- machine learning
- hill climbing
- text classification
- dimensionality reduction
- ranking functions
- random sampling
- neural network
- feature space
- model selection
- information retrieval
- naive bayes
- decision trees
- knn