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» Computation with imprecise probabilities
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POPL
2005
ACM
16 years 3 months ago
A probabilistic language based upon sampling functions
As probabilistic computations play an increasing role in solving various problems, researchers have designed probabilistic languages that treat probability distributions as primit...
Sungwoo Park, Frank Pfenning, Sebastian Thrun
122
Voted
LCN
2006
IEEE
15 years 9 months ago
On Measuring Anonymity For Wireless Mobile Ad-hoc Networks
We propose an evidence theory based anonymity measuring approach for wireless mobile ad-hoc networks. In our approach, an evidence is a measure of the number of detected packets w...
Dijiang Huang
136
Voted
NIPS
2003
15 years 4 months ago
On the Concentration of Expectation and Approximate Inference in Layered Networks
We present an analysis of concentration-of-expectation phenomena in layered Bayesian networks that use generalized linear models as the local conditional probabilities. This frame...
XuanLong Nguyen, Michael I. Jordan
105
Voted
NIPS
2003
15 years 4 months ago
Linear Response for Approximate Inference
Belief propagation on cyclic graphs is an efficient algorithm for computing approximate marginal probability distributions over single nodes and neighboring nodes in the graph. I...
Max Welling, Yee Whye Teh
CORR
2007
Springer
118views Education» more  CORR 2007»
15 years 3 months ago
Error Rate Analysis for Peaky Signaling over Fading Channels
—In this paper, the performance of signaling strategies with high peak-to-average power ratio is analyzed in both coherent and noncoherent fading channels. Two modulation schemes...
Mustafa Cenk Gursoy