Bregman Deviations of Generic Exponential Families.
Sayak Ray ChowdhuryPatrick SauxOdalric MaillardAditya GopalanPublished in: COLT (2023)
Keyphrases
- exponential family
- bregman divergences
- graphical models
- log likelihood
- closed form
- maximum likelihood
- statistical models
- missing values
- kl divergence
- maximum entropy
- cost sensitive
- mixture model
- information theoretic
- density estimation
- total variation
- nearest neighbor
- mahalanobis distance
- hidden variables
- order statistics
- pairwise
- probability distribution
- mutual information
- image segmentation
- generative model
- missing data