Reparameterizing Distributions on Lie Groups

Falorsi, L; de Haan, P; Davidson, TR; Forre, P

Falorsi, L (reprint author), Univ Amsterdam, Amsterdam, Netherlands.; Falorsi, L (reprint author), Aiconic, Amsterdam, Netherlands.

22ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 89, 2019; 89 ():

Abstract

Reparameterizable densities are an important way to learn probability distributions in a deep learning setting. For many distributions it is possible ......

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