4192 search results - page 15 / 839 » Probabilistic Logic Programming |
157
click to vote
CORR
2011
Springer
14 years 6 months ago
2011
Springer
We propose a logical/mathematical framework for statistical parameter learning of parameterized logic programs, i.e. de nite clause programs containing probabilistic facts with a ...
141
click to vote
POPL
2012
ACM
13 years 9 months ago
2012
ACM
There has been great interest in creating probabilistic programming languages to simplify the coding of statistical tasks; however, there still does not exist a formal language th...
128
click to vote
ML
2006
ACM
15 years 2 months ago
2006
ACM
We propose a simple approach to combining first-order logic and probabilistic graphical models in a single representation. A Markov logic network (MLN) is a first-order knowledge b...
113
click to vote
IJCAI
2007
15 years 3 months ago
2007
In this paper we prove that the well-known correspondence between the forward-backward algorithm for hidden Markov models (HMMs) and belief propagation (BP) applied to HMMs can be...
146
click to vote
EUSFLAT
2009
15 years 17 hour ago
2009
This paper uses a constraint set approach to linear programming problems with equality constraints whose coefficients and/or right-hand side values could be uncertain. We consider ...