1152 search results - page 26 / 231 » Modeling Functional Data Sources as Relations |
78
Voted
ICML
2007
IEEE
16 years 16 days ago
2007
IEEE
We present a method for parameter learning in relational Bayesian networks (RBNs). Our approach consists of compiling the RBN model into a computation graph for the likelihood fun...
110
click to vote
ISCAS
2005
IEEE
15 years 5 months ago
2005
IEEE
— In the context of Independent Component Analysis (ICA), we propose a simple method for online estimation of activation functions in order to blindly separate instantaneous mixt...
115
click to vote
TIT
2010
14 years 6 months ago
2010
We examine the structure of families of distortion balls from the perspective of Kolmogorov complexity. Special attention is paid to the canonical rate-distortion function of a so...
JAPLL
2008
14 years 11 months ago
2008
We introduce a general framework for reasoning with prioritized propositional data by aggregation of distance functions. Our formalism is based on a possible world semantics, wher...
114
click to vote
BMCBI
2006
14 years 11 months ago
2006
Background: The statistical modeling of biomedical corpora could yield integrated, coarse-to-fine views of biological phenomena that complement discoveries made from analysis of m...