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TIT
2008
127views more  TIT 2008»
15 years 2 months ago
Max-Product for Maximum Weight Matching: Convergence, Correctness, and LP Duality
Abstract--Max-product "belief propagation" (BP) is an iterative, message-passing algorithm for finding the maximum a posteriori (MAP) assignment of a discrete probability...
Mohsen Bayati, Devavrat Shah, Mayank Sharma
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TIT
2008
99views more  TIT 2008»
15 years 2 months ago
On the Connection-Level Stability of Congestion-Controlled Communication Networks
We are interested in the connection-level stability of a network employing congestion control. In particular, we study how the stability region of the network (i.e., the set of off...
Xiaojun Lin, Ness B. Shroff, R. Srikant
TMC
2008
96views more  TMC 2008»
15 years 2 months ago
Performance Improvements Provided by Route Diversity in Multihop Wireless Networks
In multihop wireless networks, the variability of channels results in some paths providing better performance than other paths. While it is well known that some paths are better t...
Stephan Bohacek
JGAA
2007
124views more  JGAA 2007»
15 years 2 months ago
Energy Models for Graph Clustering
The cluster structure of many real-world graphs is of great interest, as the clusters may correspond e.g. to communities in social networks or to cohesive modules in software syst...
Andreas Noack
JMIV
2007
156views more  JMIV 2007»
15 years 2 months ago
Using the Shape Gradient for Active Contour Segmentation: from the Continuous to the Discrete Formulation
A variational approach to image or video segmentation consists in defining an energy depending on local or global image characteristics, the minimum of which being reached for ob...
Eric Debreuve, Muriel Gastaud, Michel Barlaud, Gil...