Target Domain Data induces Negative Transfer in Mixed Domain Training with Disjoint Classes.
Eryk BanattVickram RajendranLiam PackerPublished in: CoRR (2023)
Keyphrases
- target domain
- cross domain
- source domain
- transfer learning
- data sets
- domain adaptation
- training samples
- training data
- labeled data
- data distribution
- data structure
- training examples
- domain specific
- knowledge discovery
- data analysis
- data points
- data sources
- test data
- database
- active learning
- prior knowledge
- pairwise
- high dimensional data
- feature space
- decision trees
- multiple sources
- machine learning
- databases
- labeled training data