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Bregman divergence

Known as: Bregman, Bregman distance, Divergence (disambiguation) 
In mathematics, a Bregman divergence or Bregman distance is similar to a metric, but does not satisfy the triangle inequality nor symmetry. There are… 
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Related topics

Related topics

22 relations
Augmented Lagrangian methodBregman methodComputational geometryConvex conjugate

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2016
2016
Hanke-Raus heuristic rule for variational regularization in Banach spaces
We generalize the heuristic parameter choice rule of Hanke-Raus for quadratic regularization to general variational… 
Highly Cited
2013
Highly Cited
2013
EM-TV Methods for Inverse Problems with Poisson Noise
We address the task of reconstructing images corrupted by Poisson noise, which is important in various applications such as… 
2012
2012
Compressive Video Sampling With Approximate Message Passing Decoding
In this paper, we apply compressed sensing (CS) to video compression. CS techniques exploit the observation that one needs much… 
2011
2011
Approximation of Fixed Points of Weak Bregman Relatively Nonexpansive Mappings in Banach Spaces
We introduce a concept of weak Bregman relatively nonexpansive mapping which is distinct from Bregman relatively nonexpansive… 
Highly Cited
2010
Highly Cited
2010
THE ORIGIN OF THE HOT GAS IN THE GALACTIC HALO: CONFRONTING MODELS WITH XMM-NEWTON OBSERVATIONS
We compare the predictions of three physical models for the origin of the hot halo gas with the observed halo X-ray emission… 
2010
2010
Curvilinear component analysis and Bregman divergences
Curvilinear Component Analysis (CCA) is an interesting flavour of multidimensional scaling. In this paper one version of CCA is… 
2009
2009
Bregman-EM-TV Methods with Application to Optical Nanoscopy
Measurements in nanoscopic imaging suffer from blurring effects concerning different point spread functions (PSF). Some apparatus… 
2009
2009
Cost-Sensitive Classification Based on Bregman Divergences for Medical Diagnosis
Medical applications, such as medical diagnosis, can be understood as classification problems. While usual approaches try to… 
2008
2008
On minimization of entropy functionals under moment constraints
Minimization problems for entropy-like integrals and Bregman distances subject to a finite number of moment constraints are… 
1997
1997
Generalized projection algorithm for blind interference suppression in DS/CDMA communications
New blind adaptive interference suppression algorithms for DS/CDMA communication systems are presented. A generalized projection… 
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