Bregman Deviations of Generic Exponential Families.
Sayak Ray ChowdhuryPatrick SauxOdalric-Ambrym MaillardAditya GopalanPublished in: CoRR (2022)
Keyphrases
- exponential family
- bregman divergences
- log likelihood
- statistical models
- maximum likelihood
- graphical models
- density estimation
- closed form
- information theoretic
- missing values
- nearest neighbor
- maximum entropy
- kl divergence
- probability density function
- cost sensitive
- loss function
- mixture model
- mahalanobis distance
- monte carlo
- markov chain monte carlo
- order statistics