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Bregman Divergences and Triangle Inequality [PDF]

open access: yesProceedings of the 2013 SIAM International Conference on Data Mining, 2013
Sreangsu Acharyya   +2 more
openaire   +1 more source

Information and Divergence Measures. [PDF]

open access: yesEntropy (Basel), 2023
Karagrigoriou A, Makrides A.
europepmc   +1 more source

Curved Representational Bregman Divergences and Their Applications

open access: yes
By analogy to curved exponential families in statistics, we define curved Bregman divergences as Bregman divergences restricted to nonlinear parameter subspaces. We show that the barycenter of a finite weighted set of parameters under a curved Bregman divergence amounts to the right Bregman projection onto the nonlinear subspace of the barycenter with ...
openaire   +2 more sources

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