Bidirectional Adaptation for Robust Semi-Supervised Learning with Inconsistent Data Distributions.
Lin-Han JiaLan-Zhe GuoZhi ZhouJie-Jing ShaoYuke XiangYu-Feng LiPublished in: ICML (2023)
Keyphrases
- semi supervised learning
- data distribution
- semi supervised
- labeled data
- unlabeled data
- covariate shift
- supervised learning
- unsupervised learning
- data points
- semi supervised classification
- active learning
- machine learning
- co training
- data streams
- labeled examples
- manifold regularization
- label propagation
- text categorization
- graph based semi supervised learning
- training data
- streaming data
- transfer learning
- labeled training data
- semi supervised learning algorithms
- index structure
- graph construction
- concept drift
- high dimensional data
- training examples
- feature extraction