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» Sanitization models and their limitations
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ECMDAFA
2005
Springer
236views Hardware» more  ECMDAFA 2005»
15 years 5 months ago
Model-Driven Architecture for Hard Real-Time Systems: From Platform Independent Models to Code
The model-driven software development for hard real-time systems promotes the usage of the platform independent model as major design artifact. It is used to develop the software l...
Sven Burmester, Holger Giese, Wilhelm Schäfer
CORR
2012
Springer
214views Education» more  CORR 2012»
13 years 7 months ago
Sum-Product Networks: A New Deep Architecture
The key limiting factor in graphical model inference and learning is the complexity of the partition function. We thus ask the question: what are the most general conditions under...
Hoifung Poon, Pedro Domingos
DAGM
2010
Springer
15 years 16 days ago
Gaussian Mixture Modeling with Gaussian Process Latent Variable Models
Density modeling is notoriously difficult for high dimensional data. One approach to the problem is to search for a lower dimensional manifold which captures the main characteristi...
Hannes Nickisch, Carl Edward Rasmussen
BMCBI
2008
171views more  BMCBI 2008»
14 years 11 months ago
A general approach to simultaneous model fitting and variable elimination in response models for biological data with many more
Background: With the advent of high throughput biotechnology data acquisition platforms such as micro arrays, SNP chips and mass spectrometers, data sets with many more variables ...
Harri T. Kiiveri
NAACL
2003
15 years 24 days ago
Implicit Trajectory Modeling through Gaussian Transition Models for Speech Recognition
It is well known that frame independence assumption is a fundamental limitation of current HMM based speech recognition systems. By treating each speech frame independently, HMMs ...
Hua Yu, Tanja Schultz