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APPINF
2003
15 years 8 months ago
Optimum Interval Routing in k-Caterpillars and Maximal Outer Planar Networks
In this paper we present optimum interval routing algorithms for message passing networks that have topological structure defined by k-caterpillars and maximal outer planar graph...
Gur Saran Adhar
SODA
2000
ACM
99views Algorithms» more  SODA 2000»
15 years 8 months ago
A point-placement strategy for conforming Delaunay tetrahedralization
A strategy is presented to find a set of points which yields a Conforming Delaunay tetrahedralization of a three-dimensional Piecewise-Linear Complex (PLC). This algorithm is nove...
Michael Murphy, David M. Mount, Carl W. Gable
UAI
1996
15 years 8 months ago
Efficient Search-Based Inference for noisy-OR Belief Networks: TopEpsilon
Inference algorithms for arbitrary belief networks are impractical for large, complex belief networks. Inference algorithms for specialized classes of belief networks have been sh...
Kurt Huang, Max Henrion
CORR
2010
Springer
47views Education» more  CORR 2010»
15 years 7 months ago
Robustness and Generalization
We derive generalization bounds for learning algorithms based on their robustness: the property that if a testing sample is "similar" to a training sample, then the test...
Huan Xu, Shie Mannor
DAM
2010
60views more  DAM 2010»
15 years 7 months ago
One-to-many node-disjoint paths in (n, k)-star graphs
We present an algorithm which given a source node and a set of n - 1 target nodes in the (n, k)-star graph Sn,k, where all nodes are distinct, builds a collection of n - 1 node-di...
Yonghong Xiang, Iain A. Stewart