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» Improving the Efficiency of Non-Deterministic Computations
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UAI
2008
15 years 7 months ago
Hybrid Variational/Gibbs Collapsed Inference in Topic Models
Variational Bayesian inference and (collapsed) Gibbs sampling are the two important classes of inference algorithms for Bayesian networks. Both have their advantages and disadvant...
Max Welling, Yee Whye Teh, Bert Kappen
CATA
2004
15 years 7 months ago
The Instruction Execution Mechanism for Responsive Multithreaded Processor
This paper describes the instruction execution mechanism of Responsive Multithreaded (RMT) Processor for distributed real-time processing. The execution order of each thread is co...
Tstomu Itou, Nobuyuki Yamasaki
DBA
2006
182views Database» more  DBA 2006»
15 years 7 months ago
Matrix Apriori: Speeding Up the Search for Frequent Patterns
This work discusses the problem of generating association rules from a set of transactions in a relational database, taking performance and accuracy of found results as the essent...
Judith Pavón, Sidney Viana, Santiago G&oacu...
FLAIRS
2004
15 years 7 months ago
ABSURDIST II: A Graph Matching Algorithm and its Application to Conceptual System Translation
ABSURDIST II, an extension to ABSURDIST, is an algorithm using attributed graph matching to find translations between conceptual systems. It uses information about the internal st...
Ying Feng, Robert L. Goldstone, Vladimir Menkov
IJCAI
2001
15 years 7 months ago
A Constraint Satisfaction Approach to Parametric Differential Equations
Parametric ordinary differential equations arise in many areas of science and engineering. Since some of the data is uncertain and given by intervals, traditional numerical method...
Micha Janssen, Pascal Van Hentenryck, Yves Deville