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NECO
2006
118views more  NECO 2006»
14 years 9 months ago
Consistency of Pseudolikelihood Estimation of Fully Visible Boltzmann Machines
Boltzmann machine is a classic model of neural computation, and a number of methods have been proposed for its estimation. Most methods are plagued by either very slow convergence...
Aapo Hyvärinen
INFOCOM
2012
IEEE
13 years 7 days ago
On superposition of heterogeneous edge processes in dynamic random graphs
—This paper builds a generic modeling framework for analyzing the edge-creation process in dynamic random graphs in which nodes continuously alternate between active and inactive...
Zhongmei Yao, Daren B. H. Cline, Dmitri Loguinov
INFOCOM
2009
IEEE
15 years 4 months ago
Wi-Sh: A Simple, Robust Credit Based Wi-Fi Community Network
— Wireless community networks, where users share wireless bandwidth is attracting tremendous interest from academia and industry. Companies such as FON have been successful in at...
Xin Ai, Vikram Srinivasan, Chen-Khong Tham
ICNP
2002
IEEE
15 years 2 months ago
A Simple and Scalable Fair Bandwidth Sharing Mechanism for Multicast Flows
Despite a decade of research and development, multicast has not yet been deployed on a global scale. Among the difficulties with the current infrastructure are intermulticast fai...
Fethi Filali, Walid Dabbous
DSMML
2004
Springer
15 years 1 months ago
Variational Bayes Estimation of Mixing Coefficients
We investigate theoretically some properties of variational Bayes approximations based on estimating the mixing coefficients of known densities. We show that, with probability 1 a...
Bo Wang 0002, D. M. Titterington