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GECCO
2007
Springer
201views Optimization» more  GECCO 2007»
14 years 1 months ago
A parallel framework for loopy belief propagation
There are many innovative proposals introduced in the literature under the evolutionary computation field, from which estimation of distribution algorithms (EDAs) is one of them....
Alexander Mendiburu, Roberto Santana, Jose Antonio...
IPPS
1998
IEEE
13 years 11 months ago
On the Bisection Width and Expansion of Butterfly Networks
This paper proves tight bounds on the bisection width and expansion of butterfly networks with and without wraparound. Previously it was known that the bisection width of an n-inp...
Claudson F. Bornstein, Ami Litman, Bruce M. Maggs,...
CORR
2006
Springer
161views Education» more  CORR 2006»
13 years 7 months ago
Consensus Propagation
We propose consensus propagation, an asynchronous distributed protocol for averaging numbers across a network. We establish convergence, characterize the convergence rate for regul...
Ciamac Cyrus Moallemi, Benjamin Van Roy
JMLR
2010
202views more  JMLR 2010»
13 years 1 months ago
Learning the Structure of Deep Sparse Graphical Models
Deep belief networks are a powerful way to model complex probability distributions. However, it is difficult to learn the structure of a belief network, particularly one with hidd...
Ryan Prescott Adams, Hanna M. Wallach, Zoubin Ghah...