Mace: A flexible framework for membership privacy estimation in generative models.
Yixi XuSumit MukherjeeXiyang LiuShruti TopleRahul DodhiaJuan M. Lavista FerresPublished in: Trans. Mach. Learn. Res. (2022)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- mixture model
- discriminative models
- hierarchical hidden markov models
- prior knowledge
- semi supervised
- object categories
- generative and discriminative models
- semi supervised learning
- conditional random fields
- em algorithm
- topic models
- highly efficient
- data sets
- computer vision
- information retrieval