Generalizing Skew Jensen Divergences and Bregman Divergences With Comparative Convexity.

Frank Nielsen Richard Nock

Published in: IEEE Signal Process. Lett. (2017)

Keyphrases

bregman divergences
convexity properties
cost sensitive
maximum entropy
information theoretic
mahalanobis distance

loss function
exponential family
relative entropy
kl divergence
learning theory
nearest neighbor

special case
theoretical guarantees
squared euclidean distance
data dependent
boosting algorithms

convex hull
decision trees
multi class
information theory
mutual information