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» Modeling interleaved hidden processes
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TNN
1998
123views more  TNN 1998»
13 years 10 months ago
A general framework for adaptive processing of data structures
—A structured organization of information is typically required by symbolic processing. On the other hand, most connectionist models assume that data are organized according to r...
Paolo Frasconi, Marco Gori, Alessandro Sperduti
ICPR
2000
IEEE
14 years 3 months ago
Transparent Parallel Image Processing by way of a Familiar Sequential API
This paper describes an infrastructure that enables transparent development of image processing software for parallel computers. The infrastructure’s main component is an image ...
Frank J. Seinstra, Dennis Koelma
CORR
2010
Springer
168views Education» more  CORR 2010»
13 years 9 months ago
Gaussian Process Structural Equation Models with Latent Variables
In a variety of disciplines such as social sciences, psychology, medicine and economics, the recorded data are considered to be noisy measurements of latent variables connected by...
Ricardo Silva
EUROPAR
2001
Springer
14 years 3 months ago
A Software Architecture for User Transparent Parallel Image Processing on MIMD Computers
Abstract. This paper describes a software architecture that allows image processing researchers to develop parallel applications in a transparent manner. The architecture’s main ...
Frank J. Seinstra, Dennis Koelma, Jan-Mark Geusebr...
ICML
2009
IEEE
13 years 8 months ago
Accelerated sampling for the Indian Buffet Process
We often seek to identify co-occurring hidden features in a set of observations. The Indian Buffet Process (IBP) provides a nonparametric prior on the features present in each obs...
Finale Doshi-Velez, Zoubin Ghahramani