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» The Unified Propagation and Scaling Algorithm
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NIPS
2001
9 years 12 months ago
The Unified Propagation and Scaling Algorithm
In this paper we will show that a restricted class of constrained minimum divergence problems, named generalized inference problems, can be solved by approximating the KL divergen...
Yee Whye Teh, Max Welling
AAAI
2008
10 years 27 days ago
Lifted First-Order Belief Propagation
Unifying first-order logic and probability is a long-standing goal of AI, and in recent years many representations combining aspects of the two have been proposed. However, infere...
Parag Singla, Pedro Domingos
CII
2008
77views more  CII 2008»
9 years 10 months ago
Change propagation algorithm in a unified feature modeling scheme
Yongsheng Ma, Gang Chen, Georg Thimm
ICC
2007
IEEE
175views Communications» more  ICC 2007»
10 years 4 months ago
An Adaptive MIMO System Based on Unified Belief Propagation Detection
—An adaptive multiple input and multiple output with the code matrix index feedback [8]. One detector will (MIMO) system based on the unified belief propagation (BP) work in the ...
Xiumei Yang, Yong Xiong, Fan Wang
CORR
2010
Springer
122views Education» more  CORR 2010»
9 years 10 months ago
A Unified Algorithmic Framework for Multi-Dimensional Scaling
In this paper, we propose a unified algorithmic framework for solving many known variants of MDS. Our algorithm is a simple iterative scheme with guaranteed convergence, and is mo...
Arvind Agarwal, Jeff M. Phillips, Suresh Venkatasu...
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