166 search results - page 11 / 34 » Tighter Bounds for Structured Estimation |
BIOCOMP
2006
13 years 11 months ago
2006
Abstract-- The inference of a network structure from experimental data providing dynamical information about the underlying system of investigation is an important and still outsta...
ISSRE
2003
IEEE
14 years 3 months ago
2003
IEEE
Prior research has suggested that the failure rates of faults follow a log normal distribution. We propose a specific model where distributions close to a log normal arise natural...
EUSFLAT
2007
13 years 11 months ago
2007
The theory of copulas provides a useful tool for modeling dependence in risk management. In insurance and finance, as well as in other applications, dependence of extreme events ...
DATE
2008
IEEE
14 years 4 months ago
2008
IEEE
The importance of testing approaches that exploit error tolerance to improve yield has previously been established. Error rate, defined as the percentage of vectors for which the...
JMLR
2012
12 years 8 days ago
2012
We present the first PAC bounds for learning parameters of Conditional Random Fields [12] with general structures over discrete and real-valued variables. Our bounds apply to com...