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» Probabilistic Programming in Anglican
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LANMR
2004
15 years 1 months ago
New Semantics for Hybrid Probabilistic Programs
Hybrid probabilistic programs framework [5] is a variation of probabilistic annotated logic programming approach, which allows the user to explicitly encode the available knowledge...
Emad Saad
FGCS
1992
107views more  FGCS 1992»
15 years 1 months ago
Logic Programming, Abduction and Probability
Probabilistic Horn abduction is a simple framework to combine probabilistic and logical reasoning into a coherent practical framework. The numbers can be consistently interpreted ...
David Poole
78
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MPC
2004
Springer
100views Mathematics» more  MPC 2004»
15 years 5 months ago
Probabilistic Predicative Programming
This paper shows how probabilistic reasoning can be applied to the predicative style of programming.
Eric C. R. Hehner
ICLP
2005
Springer
15 years 5 months ago
Hybrid Probabilistic Logic Programs with Non-monotonic Negation
1 In [20], a new Hybrid Probabilistic Logic Programs framework is proposed, and a new semantics is developed to enable encoding and reasoning about real-world applications. In this...
Emad Saad, Enrico Pontelli
APLAS
2007
ACM
15 years 4 months ago
A Systematic Approach to Probabilistic Pointer Analysis
Abstract. We present a formal framework for syntax directed probabilistic program analysis. Our focus is on probabilistic pointer analysis. We show how to obtain probabilistic poin...
Alessandra Di Pierro, Chris Hankin, Herbert Wiklic...