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» Topology for Distributed Inference on Graphs
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SRDS
2010
IEEE
14 years 8 months ago
Lightweight Task Graph Inference for Distributed Applications
Bin Xin, Patrick Th. Eugster, Xiangyu Zhang, Jinli...
INFOCOM
2009
IEEE
15 years 4 months ago
Prize-Collecting Data Fusion for Cost-Performance Tradeoff in Distributed Inference
—A novel formulation for optimal sensor selection and in-network fusion for distributed inference known as the prizecollecting data fusion (PCDF) is proposed in terms of optimal ...
Animashree Anandkumar, Meng Wang, Lang Tong, Anant...
JCB
2006
67views more  JCB 2006»
14 years 10 months ago
The Identifiability of Tree Topology for Phylogenetic Models, Including Covarion and Mixture Models
For a model of molecular evolution to be useful for phylogenetic inference, the topology of evolutionary trees must be identifiable. That is, from a joint distribution the model p...
Elizabeth S. Allman, John A. Rhodes
ICCV
2007
IEEE
16 years 1 days ago
Graph Based Discriminative Learning for Robust and Efficient Object Tracking
Object tracking is viewed as a two-class 'one-versusrest' classification problem, in which the sample distribution of the target is approximately Gaussian while the back...
Xiaoqin Zhang, Weiming Hu, Stephen J. Maybank, Xi ...
FOCS
2008
IEEE
15 years 4 months ago
Embeddings of Topological Graphs: Lossy Invariants, Linearization, and 2-Sums
We study the properties of embeddings, multicommodity flows, and sparse cuts in minor-closed families of graphs which are also closed under 2-sums; this includes planar graphs, g...
Amit Chakrabarti, Alexander Jaffe, James R. Lee, J...