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» Learning and Inference with Constraints
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POPL
1993
ACM
15 years 10 months ago
Type Checking Type Classes
We study the type inference problem for a system with type classes as in the functional programminglanguage Haskell. Type classes are an extension of ML-style polymorphismwith ove...
Tobias Nipkow, Christian Prehofer
ICDT
2007
ACM
105views Database» more  ICDT 2007»
15 years 10 months ago
Unlocking Keys for XML Trees
Abstract. We review key constraints in the context of XML as introduced by Buneman et al. We show that one of the proposed inference rules is not sound in general, and the axiomati...
Sven Hartmann, Sebastian Link
JAIR
2010
130views more  JAIR 2010»
15 years 4 months ago
Join-Graph Propagation Algorithms
The paper investigates parameterized approximate message-passing schemes that are based on bounded inference and are inspired by Pearl’s belief propagation algorithm (BP). We st...
Robert Mateescu, Kalev Kask, Vibhav Gogate, Rina D...
SYNTHESE
2010
133views more  SYNTHESE 2010»
15 years 1 months ago
Dynamic logics of knowledge and access
A recurring issue in any formal model representing agents' (changing) informational attitudes is how to account for the fact that the agents are limited in their access to the...
Tomohiro Hoshi, Eric Pacuit
FUIN
2006
95views more  FUIN 2006»
15 years 6 months ago
Multistrategy Operators for Relational Learning and Their Cooperation
Traditional Machine Learning approaches based on single inference mechanisms have reached their limits. This causes the need for a framework that integrates approaches based on aba...
Floriana Esposito, Nicola Fanizzi, Stefano Ferilli...