The Entropic Barrier: Exponential Families, Log-Concave Geometry, and Self-Concordance.

Sébastien Bubeck Ronen Eldan

Published in: Math. Oper. Res. (2019)

Keyphrases

exponential family
maximum likelihood
closed form
variational bayes
log likelihood
graphical models
statistical models
density estimation
missing values
mixture model
bregman divergences
order statistics
hidden variables
probability density function
latent variables
bayesian learning
optical flow