Generative Models for Effective ML on Private, Decentralized Datasets.
Sean AugensteinH. Brendan McMahanDaniel RamageSwaroop RamaswamyPeter KairouzMingqing ChenRajiv MathewsBlaise Agüera y ArcasPublished in: ICLR (2020)
Keyphrases
- generative model
- probabilistic model
- em algorithm
- discriminative learning
- mixture model
- conditional random fields
- maximum likelihood
- prior knowledge
- maximum entropy principle
- computer vision
- graphical models
- object categories
- discriminative models
- generative and discriminative models
- hierarchical hidden markov models