CRVI: Convex Relaxation for Variational Inference.
Ghazal FazelniaJohn W. PaisleyPublished in: ICML (2018)
Keyphrases
- convex relaxation
- variational inference
- bayesian inference
- convex optimization
- posterior distribution
- topic models
- gaussian process
- multi label
- variational methods
- mixture model
- closed form
- probabilistic model
- multiple kernel learning
- exponential family
- latent variables
- hyperparameters
- bayesian framework
- approximate inference
- machine learning
- regression model
- graphical models
- learning algorithm
- information retrieval
- dynamic programming