Directly Modeling Missing Data in Sequences with RNNs: Improved Classification of Clinical Time Series.
Zachary C. LiptonDavid C. KaleRandall C. WetzelPublished in: MLHC (2016)
Keyphrases
- missing data
- multiple imputation
- missing values
- automatic relevance determination
- low rank
- structure from motion
- incomplete data
- motion segmentation
- pattern recognition
- decision trees
- matrix factorization
- class labels
- recurrent neural networks
- echo state networks
- feature selection
- support vector
- chronic hepatitis
- perfect phylogeny
- feature vectors
- training data
- missing information
- imprecise data
- feature extraction
- data imputation