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115
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IJAR
2007
55views more  IJAR 2007»
15 years 3 months ago
Theoretical analysis and practical insights on importance sampling in Bayesian networks
The AIS-BN algorithm [2] is a successful importance sampling-based algorithm for Bayesian networks that relies on two heuristic methods to obtain an initial importance function: -...
Changhe Yuan, Marek J. Druzdzel
105
Voted
TIT
2008
61views more  TIT 2008»
15 years 3 months ago
A Probabilistic Upper Bound on Differential Entropy
A novel, non-trivial, probabilistic upper bound on the entropy of an unknown one-dimensional distribution, given the support of the distribution and a sample from that distribution...
Erik G. Learned-Miller, Joseph DeStefano
128
Voted
ICPP
2006
IEEE
15 years 9 months ago
False Rate Analysis of Bloom Filter Replicas in Distributed Systems
Recently, Bloom filters have been widely used in distributed systems where they are replicated to process distributed queries. Bloom filter replicas become stale in a dynamic en...
Yifeng Zhu, Hong Jiang
120
Voted
IPPS
2006
IEEE
15 years 9 months ago
An adaptive dynamic grid-based approach to data distribution management
a This paper presents a novel Adaptive Dynamic Gridbased Data Distribution Management (DDM) scheme, which we refer to as ADGB. The main objective of our protocol is to optimize DDM...
Azzedine Boukerche, YunFeng Gu, Regina Borges de A...
124
Voted
ECSQARU
2007
Springer
15 years 9 months ago
On the Orthogonal Projection of a Belief Function
In this paper we study a new probability associated with any given belief function b, i.e. the orthogonal projection π[b] of b onto the probability simplex P. We provide an interp...
Fabio Cuzzolin