PAL : Pretext-based Active Learning.
Shubhang BhatnagarDarshan TankSachin GoyalAmit SethiPublished in: CoRR (2020)
Keyphrases
- active learning
- learning algorithm
- random sampling
- learning strategies
- semi supervised
- experimental design
- training examples
- pool based active learning
- machine learning
- selective sampling
- online learning
- batch mode active learning
- relevance feedback
- supervised learning
- labeled data
- semi supervised learning
- active learning strategies
- unlabeled data
- annotation effort
- training set
- generalization error
- case study
- sample complexity
- computer vision
- social networks
- upper bound
- sample selection
- bayesian networks
- learning process
- special case
- small number