Loss function based second-order Jensen inequality and its application to particle variational inference.
Futoshi FutamiTomoharu IwataNaonori UedaIssei SatoMasashi SugiyamaPublished in: CoRR (2021)
Keyphrases
- loss function
- variational inference
- bayesian inference
- topic models
- variational methods
- probabilistic graphical models
- latent dirichlet allocation
- pairwise
- probabilistic model
- posterior distribution
- mixture model
- gaussian process
- closed form
- support vector
- exponential family
- higher order
- approximate inference
- exact inference
- graphical models
- hyperparameters
- belief propagation
- missing values
- optic flow
- co occurrence
- machine learning