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JMLR
2012
13 years 7 months ago
Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics
We consider the task of estimating, from observed data, a probabilistic model that is parameterized by a finite number of parameters. In particular, we are considering the situat...
Michael Gutmann, Aapo Hyvärinen
IPPS
2003
IEEE
15 years 10 months ago
Applying Aspect-Orient Programming Concepts to a Component-Based Programming Model
Abstract— The execution environments For scientific applications have evolved significantly over the years. Vector and parallel architectures have provided significantly faste...
Thomas Eidson, Jack Dongarra, Victor Eijkhout
WWW
2001
ACM
16 years 5 months ago
Algorithms and programming models for efficient representation of XML for Internet applications
XML is poised to take the World-Wide-Web to the next level of innovation. XML data, large or small, with or without associated schema, will be exchanged between increasing number ...
Neel Sundaresan, Reshad Moussa
HIPC
2009
Springer
15 years 2 months ago
Supporting load balancing for distributed data-intensive applications
In data-intensive computing, an important problem that has received relatively little attention is of transparent processing of data stored in remote data repositories. Interesting...
Leonid Glimcher, Vignesh T. Ravi, Gagan Agrawal
CCE
2006
15 years 4 months ago
An object-oriented framework for modular chemical process simulation with semiconductor processing applications
This paper discusses the development of a set of object-oriented modular simulation tools for solving lumped and spatially distributed models generated from chemical process desig...
Jing Chen, Raymond A. Adomaitis