Risk Bounds for Unsupervised Cross-Domain Mapping with IPMs.
Tomer GalantiSagie BenaimLior WolfPublished in: J. Mach. Learn. Res. (2021)
Keyphrases
- cross domain
- risk bounds
- data dependent
- domain adaptation
- transfer learning
- text categorization
- sentiment classification
- knowledge transfer
- statistical learning theory
- learning algorithm
- empirical risk minimization
- supervised learning
- neural network
- supervised classification
- semi supervised
- target domain
- machine learning
- stochastic processes
- parameter free
- theoretical framework
- nearest neighbor
- probabilistic model
- reinforcement learning