2 papers
stat.ML2020
Probability Link Models with Symmetric Information Divergence
Majid Asadi, Karthik Devarajan, Nader Ebrahimi +2
This paper introduces link functions for transforming one probability distribution to another such that the Kullback-Leibler and Rényi divergences between the two distributions are…
stat.ML2019
Non-negative matrix factorization based on generalized dual divergence
Karthik Devarajan
A theoretical framework for non-negative matrix factorization based on generalized dual Kullback-Leibler divergence, which includes members of the exponential family of models, is…