Efficient Private Algorithms for Learning Halfspaces.
Huy L. NguyenJonathan R. UllmanLydia ZakynthinouPublished in: CoRR (2019)
Keyphrases
- learning algorithm
- computationally efficient
- learning process
- noise tolerant
- computational cost
- computationally expensive
- active learning
- highly efficient
- online learning
- computational complexity
- automatically learned
- learning models
- learning tasks
- unsupervised learning
- theoretical analysis
- efficient implementation
- knowledge acquisition
- data structure
- privacy preserving
- data mining
- noisy data
- inductive learning
- optimization problems
- prior knowledge