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IJCAI
2007
15 years 8 months ago
A Comparison of Time-Space Schemes for Graphical Models
We investigate three parameterized algorithmic schemes for graphical models that can accommodate trade-offs between time and space: 1) AND/OR Adaptive Caching (AOC(i)); 2) Variabl...
Robert Mateescu, Rina Dechter
ISUVR
2007
15 years 8 months ago
A Concept Model Proposal Study for Interactive Display Set Development
— In consideration of a previous study for developing a next-generation sensible information display set, this paper proposes a development model of a more realistic type that is...
Hyunchul Cho, Kihoon Lee, Jinsil Kim, Jihong Jung,...
LANMR
2007
15 years 8 months ago
Equivalence for the G3'-stable models semantics
Abstract We study the notion of strong equivalence between two disjunctive logic programs under the G3-stable model semantics, also called the P-stable semantics, and we show how s...
José Luis Carballido, José Arrazola,...
NAACL
2007
15 years 8 months ago
Translation Model Pruning via Usage Statistics for Statistical Machine Translation
We describe a new pruning approach to remove phrase pairs from translation models of statistical machine translation systems. The approach applies the original translation system ...
Matthias Eck, Stephan Vogel, Alex Waibel
NIPS
2007
15 years 8 months ago
Gaussian Process Models for Link Analysis and Transfer Learning
In this paper we model relational random variables on the edges of a network using Gaussian processes (GPs). We describe appropriate GP priors, i.e., covariance functions, for dir...
Kai Yu, Wei Chu