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NIPS
2008
13 years 11 months ago
Bounds on marginal probability distributions
We propose a novel bound on single-variable marginal probability distributions in factor graphs with discrete variables. The bound is obtained by propagating local bounds (convex ...
Joris M. Mooij, Hilbert J. Kappen
WSCG
2003
101views more  WSCG 2003»
13 years 11 months ago
Probability Estimation for People Detection
This paper presents a probability method for detecting people in a static image. We simplify people as a torso and four limbs. The torso is fitted by a quadrangle, and each limb i...
Qingjie Sun, Enhua Wu
CORR
2007
Springer
75views Education» more  CORR 2007»
13 years 10 months ago
On Undetected Error Probability of Binary Matrix Ensembles
Abstract— In this paper, analysis on undetected error probability of ensembles of m × n binary matricies is presented. Two ensembles are considered: One is an ensemble of dense ...
Tadashi Wadayama
JCSS
2007
116views more  JCSS 2007»
13 years 10 months ago
The most probable annotation problem in HMMs and its application to bioinformatics
Hidden Markov models (HMMs) are often used for biological sequence annotation. Each sequence feature is represented by a collection of states with the same label. In annotating a ...
Brona Brejová, Daniel G. Brown 0001, Tom&aa...
ISCI
2010
118views more  ISCI 2010»
13 years 8 months ago
Approximations of upper and lower probabilities by measurable selections
A random set can be regarded as the result of the imprecise observation of a random variable. Following this interpretation, we study to which extent the upper and lower probabili...
Enrique Miranda, Inés Couso, Pedro Gil