A Version Space Perspective on Differentially Private Pool-Based Active Learning.
Shantanu RaneAlejandro E. BritoPublished in: WIFS (2019)
Keyphrases
- version space
- pool based active learning
- differentially private
- active learning
- differential privacy
- active learner
- learning process
- learning algorithm
- hypothesis space
- training instances
- supervised learning
- privacy preserving
- training examples
- labeled data
- machine learning
- sample complexity
- domain theory
- semi supervised
- training set
- generalization error