Value-Aware Active Learning.
Burcu SayinJie YangAndrea PasseriniFabio CasatiPublished in: HHAI (2023)
Keyphrases
- active learning
- learning algorithm
- selective sampling
- random sampling
- supervised learning
- semi supervised
- learning strategies
- pool based active learning
- machine learning
- online learning
- artificial neural networks
- transfer learning
- training set
- training examples
- unlabeled data
- labeled data
- relevance feedback
- experimental design
- batch mode
- case study
- active learning strategies
- batch mode active learning
- semi supervised learning
- pairwise
- feature space
- sample selection
- artificial intelligence