Fair Transfer Learning with Missing Protected Attributes.
Amanda CostonKarthikeyan Natesan RamamurthyDennis WeiKush R. VarshneySkyler SpeakmanZairah MustahsanSupriyo ChakrabortyPublished in: AIES (2019)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- cross domain
- semi supervised learning
- reinforcement learning
- machine learning
- domain adaptation
- collaborative filtering
- labeled data
- text classification
- manifold alignment
- transfer knowledge
- missing data
- multi task
- text categorization
- active learning
- target domain
- structure learning
- machine learning algorithms
- transferring knowledge
- missing values
- text mining
- data sets
- object recognition
- learning algorithm
- cross domain learning