Community Embeddings with Bayesian Gaussian Mixture Model and Variational Inference.
Anton I. N. BegehrPeter B. PanfilovPublished in: CBI (2) (2022)
Keyphrases
- variational inference
- gaussian mixture model
- mixture model
- bayesian inference
- posterior distribution
- em algorithm
- probabilistic model
- expectation maximization
- maximum likelihood
- exponential family
- density estimation
- gaussian distribution
- generative model
- topic models
- variational methods
- probability density function
- unsupervised learning
- language model
- latent dirichlet allocation
- model selection
- latent variables
- hyperparameters
- gaussian process
- probabilistic graphical models
- closed form
- probability distribution
- computer vision
- dirichlet process
- training data
- approximate inference
- feature vectors