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» Biased Random Walks
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58
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DRW
2003
136views Mathematics» more  DRW 2003»
15 years 2 months ago
A phase transition in the random transposition random walk
Nathanaël Berestycki, Rick Durrett
120
Voted
ICDM
2007
IEEE
136views Data Mining» more  ICDM 2007»
15 years 7 months ago
Recommendation via Query Centered Random Walk on K-Partite Graph
This paper presents a recommendation algorithm that performs a query dependent random walk on a k-partite graph constructed from the various features relevant to the recommendatio...
Haibin Cheng, Pang-Ning Tan, Jon Sticklen, William...
77
Voted
WSC
2007
15 years 3 months ago
Rare-event simulation for a multidimensional random walk with t distributed increments
We consider the problem of efficient estimation of first passage time probabilities for a multidimensional random walk with t distributed increments, via simulation. In addition...
Jose H. Blanchet, Jingchen Liu
107
Voted
AAAI
2004
15 years 2 months ago
Towards Efficient Sampling: Exploiting Random Walk Strategies
From a computational perspective, there is a close connection between various probabilistic reasoning tasks and the problem of counting or sampling satisfying assignments of a pro...
Wei Wei, Jordan Erenrich, Bart Selman