نتایج جستجو برای: kullback leibler

تعداد نتایج: 7228  

Journal: :International Journal of Advanced Robotic Systems 2020

2015
Mohammad E. Khan Pierre Baqué François Fleuret Pascal Fua

We propose a new variational inference method based on a proximal framework that uses the Kullback-Leibler (KL) divergence as the proximal term. We make two contributions towards exploiting the geometry and structure of the variational bound. Firstly, we propose a KL proximal-point algorithm and show its equivalence to variational inference with natural gradients (e.g. stochastic variational in...

Journal: :IEEE Transactions on Automatic Control 2020

Journal: :Journal of Mathematical Imaging and Vision 2015

M. Abbasnejad, N. R. Arghami,

Recently Habibi et al. (2006) defined a pre-experimental criterion for the potential strength of evidence provided by an experiment, based on Kullback-Leibler distance. In this paper, we investigate the potential statistical evidence in an experiment in terms of Renyi distance and compare the potential statistical evidence in lower (upper) record values with that in the same number of ii...

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