Model-Agnostic Private Learning via Stability.
Raef BassilyOm ThakkarAbhradeep ThakurtaPublished in: CoRR (2018)
Keyphrases
- prior knowledge
- learning scheme
- supervised learning
- mathematical model
- learning algorithm
- high level
- reinforcement learning
- learning mechanism
- experimental data
- neural network
- parameter estimation
- formal model
- online learning
- probabilistic model
- unsupervised learning
- theoretical framework
- markov random field
- statistical model
- conceptual model
- cost function
- neural nets
- learning models
- learning process
- inductive inference
- objective function
- learning phase