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» Probabilistic Inductive Logic Programming
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ICANN
2010
Springer
13 years 9 months ago
Neuro-symbolic Representation of Logic Programs Defining Infinite Sets
It has been one of the great challenges of neuro-symbolic integration to represent recursive logic programs using neural networks of finite size. In this paper, we propose to imple...
Ekaterina Komendantskaya, Krysia Broda, Artur S. d...
IPPS
2000
IEEE
14 years 1 months ago
The Parallelization of a Knowledge Discovery System with Hypergraph Representation
Abstract. Knowledge discovery is a time-consuming and space intensive endeavor. By distributing such an endeavor, we can diminish both time and space. System INDEDpronounced indee...
Jennifer Seitzer, James P. Buckley, Yi Pan, Lee A....
CSL
2006
Springer
14 years 12 days ago
Reasoning About States of Probabilistic Sequential Programs
A complete and decidable propositional logic for reasoning about states of probabilistic sequential programs is presented. The state logic is then used to obtain a sound Hoare-styl...
Rohit Chadha, Paulo Mateus, Amílcar Sernada...
ARTS
1999
Springer
14 years 1 months ago
Quantitative Program Logic and Performance in Probabilistic Distributed Algorithms
In this paper we show how quantitative program logic [14] provides a formal framework in which to promote standard techniques of program analysis to a context where probability and...
Annabelle McIver
ATVA
2010
Springer
284views Hardware» more  ATVA 2010»
13 years 9 months ago
YAGA: Automated Analysis of Quantitative Safety Specifications in Probabilistic B
Probabilistic B (pB) [2, 8] extends classical B [7] to incorporate probabilistic updates together with the specification of quantitative safety properties. As for classical B, prob...
Ukachukwu Ndukwu, A. K. McIver