The Information-Theoretic Requirements of Subspace Clustering with Missing Data.
Daniel L. Pimentel-AlarcónRobert D. NowakPublished in: ICML (2016)
Keyphrases
- information theoretic
- missing data
- subspace clustering
- information theory
- mutual information
- high dimensional data
- clustering method
- subspace clusters
- missing values
- low rank
- incomplete data
- clustering algorithm
- matrix factorization
- information theoretic measures
- high dimensionality
- high dimensional
- kl divergence
- data sets
- database
- original data
- multiple views
- image processing