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JMLR
2010
157views more  JMLR 2010»
13 years 7 months ago
Why are DBNs sparse?
Real stochastic processes operating in continuous time can be modeled by sets of stochastic differential equations. On the other hand, several popular model families, including hi...
Shaunak Chatterjee, Stuart Russell
PR
2006
87views more  PR 2006»
14 years 15 days ago
Prototype reduction schemes applicable for non-stationary data sets
All of the prototype reduction schemes (PRS) which have been reported in the literature, process time-invariant data to yield a subset of prototypes that are useful in nearest-nei...
Sang-Woon Kim, B. John Oommen
FOCS
1996
IEEE
14 years 4 months ago
Universal Stability Results for Greedy Contention-Resolution Protocols
In this paper, we analyze the behavior of communication networks in which packets are generated dynamically at the nodes and routed in discrete time steps across the edges. We foc...
Matthew Andrews, Baruch Awerbuch, Antonio Fern&aac...