Private estimation algorithms for stochastic block models and mixture models.
Hongjie ChenVincent Cohen-AddadTommaso d'OrsiAlessandro EpastoJacob ImolaDavid SteurerStefan TiegelPublished in: NeurIPS (2023)
Keyphrases
- mixture model
- probabilistic model
- model selection
- gaussian mixture model
- density estimation
- learning algorithm
- em algorithm
- computer vision
- machine learning
- expectation maximization
- variational inference
- automatic model selection
- mixed membership
- exponential family
- parameter estimation
- unsupervised learning
- similarity measure