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UAI
1997
13 years 9 months ago
Robustness Analysis of Bayesian Networks with Local Convex Sets of Distributions
Robust Bayesian inference is the calculation of posterior probability bounds given perturbations in a probabilistic model. This paper focuses on perturbations that can be expresse...
Fabio Gagliardi Cozman
ICPPW
2003
IEEE
14 years 27 days ago
Constructing Nondominated Local Coteries for Distributed Resource Allocation
The resource allocation problem is a fundamental problem in distributed systems. In this paper, we focus on constructing nondominated (ND) local coteries to solve the problem. Dis...
Jehn-Ruey Jiang, Cheng-Sheng Chou, Shing-Tsaan Hua...
ICANN
2007
Springer
14 years 1 months ago
A Distributed Message Passing Algorithm for Sensor Localization
We propose a fully distributed message passing algorithm based on expectation propagation for the purpose of sensor localization. Sensors perform noisy measurements of their mutual...
Max Welling, Joseph J. Lim
IPSN
2004
Springer
14 years 29 days ago
Locally constructed algorithms for distributed computations in ad-hoc networks
In this paper we develop algorithms for distributed computation of a broad range of estimation and detection tasks over networks with arbitrary but fixed connectivity. The distri...
Dzulkifli S. Scherber, Haralabos C. Papadopoulos