Generative Models for Effective ML on Private, Decentralized Datasets.
Sean AugensteinH. Brendan McMahanDaniel RamageSwaroop RamaswamyPeter KairouzMingqing ChenRajiv MathewsBlaise Agüera y ArcasPublished in: CoRR (2019)
Keyphrases
- generative model
- em algorithm
- probabilistic model
- mixture model
- maximum likelihood
- discriminative learning
- conditional random fields
- maximum entropy principle
- data sets
- topic models
- hierarchical hidden markov models
- generative and discriminative models
- discriminative models
- machine learning algorithms
- object detection
- object recognition
- decision trees
- computer vision