Sciweavers

44 search results - page 3 / 9
» ilp 2004
Sort
View
ASPDAC
2004
ACM
87views Hardware» more  ASPDAC 2004»
14 years 4 months ago
ShatterPB: symmetry-breaking for pseudo-Boolean formulas
Many important tasks in circuit design and verification can be performed in practice via reductions to Boolean Satisfiability (SAT), making SAT a fundamental EDA problem. However ...
Fadi A. Aloul, Arathi Ramani, Igor L. Markov, Kare...
ILP
2004
Springer
14 years 4 months ago
Learning Logic Programs with Annotated Disjunctions
Abstract. Logic Programs with Annotated Disjunctions (LPADs) provide a simple and elegant framework for integrating probabilistic reasoning and logic programming. In this paper we ...
Fabrizio Riguzzi
ILP
2004
Springer
14 years 4 months ago
First Order Random Forests with Complex Aggregates
Random forest induction is a bagging method that randomly samples the feature set at each node in a decision tree. In propositional learning, the method has been shown to work well...
Celine Vens, Anneleen Van Assche, Hendrik Blockeel...
ILP
2004
Springer
14 years 4 months ago
On the Effect of Caching in Recursive Theory Learning
This paper focuses on inductive learning of recursive logical theories from a set of examples. This is a complex task where the learning of one predicate definition should be inter...
Margherita Berardi, Antonio Varlaro, Donato Malerb...
ILP
2004
Springer
14 years 4 months ago
Improving Rule Evaluation Using Multitask Learning
Abstract. This paper introduces Deft, a new multitask learning approach for rule learning algorithms. Like other multitask learning systems, the one proposed here is able to improv...
Mark D. Reid