Cumulant-free closed-form formulas for some common (dis)similarities between densities of an exponential family.

Frank Nielsen Richard Nock

Published in: CoRR (2020)

Keyphrases

closed form
exponential family
variational inference
similarity measure
point correspondences
probability density function
log likelihood
gaussian mixture
probabilistic model
hyperparameters
video sequences
bayesian networks
multiscale
probabilistic graphical models