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NIPS
2003
15 years 8 months ago
On the Concentration of Expectation and Approximate Inference in Layered Networks
We present an analysis of concentration-of-expectation phenomena in layered Bayesian networks that use generalized linear models as the local conditional probabilities. This frame...
XuanLong Nguyen, Michael I. Jordan
WINE
2010
Springer
159views Economy» more  WINE 2010»
15 years 4 months ago
Local Dynamics in Bargaining Networks via Random-Turn Games
Abstract. We present a new technique for analyzing the rate of convergence of local dynamics in bargaining networks. The technique reduces balancing in a bargaining network to opti...
L. Elisa Celis, Nikhil R. Devanur, Yuval Peres
ICASSP
2011
IEEE
14 years 10 months ago
Distributed routing in networks using affinity propagation
This paper applies affinity propagation (AP) to develop distributed solutions for routing over networks. AP is a message passing algorithm for unsupervised learning. This paper d...
Manohar Shamaiah, Sang Hyun Lee, Sriram Vishwanath...
MOBIHOC
2002
ACM
16 years 6 months ago
On using the ad-hoc network model in cellular packet data networks
While several approaches have been proposed in literature for improving the performance of wireless packet data networks, a recent class of approaches has focused on improving the...
Hung-Yun Hsieh, Raghupathy Sivakumar
ECUMN
2004
Springer
16 years 3 days ago
Expedited Forwarding Delay Budget Through a Novel Call Admission Control
Abstract. Call admission control is a principal component for QoS delivery in IP networks. It determines the extent to which network resources are utilized. It determines also whet...
Hamada Alshaer, Eric Horlait