Kernel Exponential Family Estimation via Doubly Dual Embedding.
Bo DaiHanjun DaiArthur GrettonLe SongDale SchuurmansNiao HePublished in: AISTATS (2019)
Keyphrases
- exponential family
- density estimation
- maximum likelihood
- statistical models
- log likelihood
- parameter estimation
- missing values
- order statistics
- graphical models
- mixture model
- probability density function
- closed form
- feature space
- outlier detection
- variational methods
- markov chain monte carlo
- data sets
- hidden variables
- em algorithm
- probability distribution
- prior knowledge
- pairwise
- multiscale