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» Spectral Latent Variable Models for Perceptual Inference
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ECSQARU
2007
Springer
13 years 11 months ago
Causal Graphical Models with Latent Variables: Learning and Inference
Stijn Meganck, Philippe Leray, Bernard Manderick
WSDM
2012
ACM
201views Data Mining» more  WSDM 2012»
12 years 29 days ago
Scalable inference in latent variable models
Amr Ahmed, Mohamed Aly, Joseph Gonzalez, Shravan N...
GRC
2010
IEEE
13 years 6 months ago
Learning Multiple Latent Variables with Self-Organizing Maps
Inference of latent variables from complicated data is one important problem in data mining. The high dimensionality and high complexity of real world data often make accurate infe...
Lili Zhang, Erzsébet Merényi
SPEECH
1998
118views more  SPEECH 1998»
13 years 5 months ago
Dimensionality reduction of electropalatographic data using latent variable models
We consider the problem of obtaining a reduced dimension representation of electropalatographic (EPG) data. An unsupervised learning approach based on latent variable modelling is...
Miguel Á. Carreira-Perpiñán, ...
CORR
2010
Springer
168views Education» more  CORR 2010»
13 years 3 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