Federated Active Learning (F-AL): an Efficient Annotation Strategy for Federated Learning.
Jin-Hyun AhnKyung Sang KimJeongwan KohQuanzheng LiPublished in: CoRR (2022)
Keyphrases
- active learning
- learning algorithm
- learning process
- selective sampling
- machine learning
- annotation effort
- exploration exploitation
- learning systems
- training examples
- online learning
- supervised learning
- reinforcement learning
- learning tasks
- learning problems
- learning analytics
- inductive inference
- distributed systems
- active learning strategies