Revisiting Model-Agnostic Private Learning: Faster Rates and Active Learning.
Chong LiuYuqing ZhuKamalika ChaudhuriYu-Xiang WangPublished in: CoRR (2020)
Keyphrases
- active learning
- computational model
- learning systems
- high level
- prior knowledge
- probabilistic model
- neural network
- reinforcement learning
- learning mechanism
- formal model
- learning tasks
- mathematical model
- learning algorithm
- learning scheme
- online learning
- supervised learning
- learning process
- theoretical analysis
- theoretical framework
- unsupervised learning
- learning problems
- markov random field
- learning models
- experimental design