Estimating Missing Data in Temporal Data Streams Using Multi-directional Recurrent Neural Networks.
Jinsung YoonWilliam R. ZameMihaela van der SchaarPublished in: CoRR (2017)
Keyphrases
- missing data
- recurrent neural networks
- multi directional
- data streams
- missing values
- neural network
- feed forward
- matrix factorization
- recurrent networks
- structure from motion
- incomplete data
- echo state networks
- artificial neural networks
- low rank
- multiple imputation
- coding method
- optical coherence tomography
- data sets
- nonlinear dynamic systems
- computational complexity
- data imputation