Revisiting Model-Agnostic Private Learning: Faster Rates and Active Learning.
Chong LiuYuqing ZhuKamalika ChaudhuriYu-Xiang WangPublished in: J. Mach. Learn. Res. (2021)
Keyphrases
- active learning
- decision theoretic
- learning scheme
- experimental data
- statistical model
- high level
- learning models
- formal model
- prior knowledge
- learning systems
- theoretical framework
- computational model
- parameter estimation
- supervised learning
- management system
- conceptual model
- knowledge acquisition
- neural network
- semi supervised
- probabilistic model
- support vector
- objective function
- similarity measure
- learning algorithm