Generative Semi-supervised Learning for Multivariate Time Series Imputation.
Xiaoye MiaoYangyang WuJun WangYunjun GaoXudong MaoJianwei YinPublished in: AAAI (2021)
Keyphrases
- semi supervised learning
- multivariate time series
- discriminative models
- unsupervised learning
- semi supervised
- unlabeled data
- missing values
- missing data
- generative model
- dimension reduction
- labeled data
- supervised learning
- temporal data
- temporal patterns
- machine learning
- co training
- training data
- categorical data
- active learning
- autoregressive
- text classification
- object recognition
- spatial structure
- input data
- neural network
- pairwise
- learning algorithm