Domain Adaptation in Machine Learning: A Practical Simulation Study.
Ahmad ChaddadYihang WuPublished in: ICTAI (2023)
Keyphrases
- simulation study
- domain adaptation
- machine learning
- covariate shift
- semi supervised learning
- transfer learning
- labeled data
- multiple sources
- semi supervised
- text classification
- manifold alignment
- target domain
- cross domain
- document classification
- monte carlo
- knowledge representation
- learning algorithm
- sentiment classification
- supervised learning
- reinforcement learning
- databases
- feature selection
- text categorization
- learning tasks
- data sets
- text mining
- knowledge discovery
- training data
- test set
- decision trees
- unlabeled data
- face recognition
- co training
- information extraction
- prior knowledge