Title: An OpenCL implementation of a forward sampling algorithm for CP-logic
Authors: Van Ranst, Wiebe
Vennekens, Joost
Issue Date: 2014
Host Document: Probabilistic logic programming pages:1-14
Conference: Workshop on Probabilistic Logic Programming location:Vienna, Austria date:17 Juli 2014
Abstract: We present an approximate query answering algorithm for the Probabilistic Logic Programming language CP-logic. It complements existing sampling algorithms by using the rules from body to head in- stead of in the other direction. We present an implementation in OpenCL, which is able to exploit the multicore architecture of modern GPUs to compute a large number of samples in parallel, and demonstrate that this is competitive with existing inference algorithms.
Publication status: published
KU Leuven publication type: IC
Appears in Collections:Computer Science Technology TC, Technology Campus De Nayer Sint-Katelijne-Waver
Technologiecluster Computerwetenschappen

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