27 citations · 115 across the 9 of their papers we have counts for
Showing 2014Show all
2 papers · 1 filter
cs.LG2014★ 1 cited
Learning the Information Divergence
Onur Dikmen, Zhirong Yang, Erkki Oja
Information divergence that measures the difference between two nonnegative matrices or tensors has found its use in a variety of machine learning problems. Examples are Nonnegativ…
cond-mat.dis-nn2014★ 26 cited
Consistent inference of a general model using the pseudo-likelihood method
Alexander Mozeika, Onur Dikmen, Joonas Piili
Recently maximum pseudo-likelihood (MPL) inference method has been successfully applied to statistical physics models with intractable likelihoods. We use information theory to der…