Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain Adaptation.
Qi ChenMario MarchandPublished in: AISTATS (2023)
Keyphrases
- labeled data
- domain adaptation
- learning algorithm
- semi supervised
- training data
- data points
- transfer learning
- prior knowledge
- multi source
- learning tasks
- unsupervised learning
- learning process
- covariate shift
- reinforcement learning
- k means
- machine learning algorithms
- data fusion
- similarity measure
- multiple sources
- expectation maximization
- pairwise
- test data
- database systems
- decision trees
- neural network
- databases