The Stochastic Augmented Lagrangian method for domain adaptation.
Zhanhong JiangChao LiuYoung M. LeeChinmay HegdeSoumik SarkarDongxiang JiangPublished in: Knowl. Based Syst. (2022)
Keyphrases
- domain adaptation
- augmented lagrangian method
- cross domain
- multiple sources
- augmented lagrangian
- convex optimization
- total variation regularization
- semi supervised
- sentiment classification
- total variation
- semi supervised learning
- target domain
- constrained minimization
- transfer learning
- labeled data
- unlabeled data
- learning algorithm
- global convergence
- computer vision
- document classification
- image denoising
- test data
- decision trees
- sentiment analysis
- principal component analysis
- objective function
- training data