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» Networks, Markov Lie Monoids, and Generalized Entropy
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MMMACNS
2005
Springer
13 years 10 months ago
Networks, Markov Lie Monoids, and Generalized Entropy
The continuous general linear group in n dimensions can be decomposed into two Lie groups: (1) an n(n-1) dimensional ‘Markov type’ Lie group that is defined by preserving the ...
Joseph E. Johnson
ICML
2008
IEEE
14 years 5 months ago
Laplace maximum margin Markov networks
We propose Laplace max-margin Markov networks (LapM3 N), and a general class of Bayesian M3 N (BM3 N) of which the LapM3 N is a special case with sparse structural bias, for robus...
Jun Zhu, Eric P. Xing, Bo Zhang
VTC
2010
IEEE
132views Communications» more  VTC 2010»
13 years 2 months ago
Throughput Analysis of General Network Coding Nodes Based on SW-ARQ Transmission
The steady-state throughput of general network coding node is investigated, when data is transmitted in packets based on the stopand-wait automatic repeat request (SW-ARQ) error-co...
Yang Qin, Lie-Liang Yang
ICML
2006
IEEE
14 years 5 months ago
Cost-sensitive learning with conditional Markov networks
There has been a recent, growing interest in classification and link prediction in structured domains. Methods such as conditional random fields and relational Markov networks sup...
Prithviraj Sen, Lise Getoor
MOBICOM
2006
ACM
13 years 11 months ago
On optimal communication cost for gathering correlated data through wireless sensor networks
In many energy-constrained wireless sensor networks, nodes cooperatively forward correlated sensed data to data sinks. In order to reduce the communication cost (e.g. overall ener...
Junning Liu, Micah Adler, Donald F. Towsley, Chun ...