MACE: A Flexible Framework for Membership Privacy Estimation in Generative Models.
Xiyang LiuYixi XuSumit MukherjeeJuan Lavista FerresPublished in: CoRR (2020)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative models
- em algorithm
- discriminative learning
- hierarchical hidden markov models
- generative and discriminative models
- prior knowledge
- object categories
- representational power
- semi supervised
- conditional random fields
- maximum likelihood estimation
- maximum entropy principle
- semi supervised learning
- information extraction
- data points
- active learning
- bayesian networks