نتایج جستجو برای: kullback

تعداد نتایج: 7189  

Journal: :International Journal of Signal Processing, Image Processing and Pattern Recognition 2017

Journal: :IEEE Transactions on Information Theory 2004

Journal: :Afyon Kocatepe University Journal of Sciences and Engineering 2017

2006
Goshu Nagino Makoto Shozakai

Discriminating speaking styles is an important issue in speech recognition, speaker recognition and speaker segmentation. This paper compares distance measures between Gaussian distributions for discriminating speaking styles. The Mahalanobis distance, the Bhattacharyya distance and the Kullback-Leibler divergence, which are in common use for a definition as a distance measure between Gaussian ...

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...

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