SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in Tables.
Minh PhamCraig A. KnoblockMuhao ChenBinh VuJay PujaraPublished in: IJCAI (2021)
Keyphrases
- semi supervised
- generative model
- semi supervised learning
- database
- bayesian networks
- databases
- unlabeled data
- multi view
- labeled data
- active learning
- uncertain data
- semi supervised classification
- supervised learning
- probabilistic model
- pairwise
- semi supervised clustering
- manifold learning
- probabilistic logic
- automatic detection
- posterior probability
- metric learning
- error analysis