Private estimation algorithms for stochastic block models and mixture models.
Hongjie ChenVincent Cohen-AddadTommaso d'OrsiAlessandro EpastoJacob ImolaDavid SteurerStefan TiegelPublished in: CoRR (2023)
Keyphrases
- mixture model
- probabilistic model
- em algorithm
- density estimation
- parameter estimation
- model selection
- gaussian mixture model
- generative model
- expectation maximization
- automatic model selection
- exponential family
- language model
- maximum likelihood
- graphical models
- prior knowledge
- bayesian inference
- variational methods
- object recognition
- log linear models
- mixed membership
- computer vision