Summary: Investigations of Gaussian
Products-of-Experts Models
MSc Presentation
Felix Agakov
Division of Informatics
The University of Edinburgh
October 2000

The Presentation:
1. Examples of latent variable modeling
2. Mixture models, PoE, mixtures of PoE
3. Results
 Product of constrained Gaussians
[PoCG]
 Product of Probabilistic principal
component analyzers [PoPPCA]
 Contrastive divergence learning [CDL]
4. Further goals
5. Applications
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Source: Agakov, Felix - Institute for Adaptive and Neural Computation, School of Informatics, University of Edinburgh

Collections: Computer Technologies and Information Sciences