Gaussian process modelling of latent chemical species: applications to inferring transcription factor activities.
Pei GaoAntti HonkelaMagnus RattrayNeil D. LawrencePublished in: ECCB (2008)
Keyphrases
- gaussian process
- latent variables
- gaussian processes
- latent space
- transcription factors
- approximate inference
- model selection
- regression model
- binding sites
- genome wide
- bayesian framework
- gene expression
- gaussian process models
- semi supervised
- probabilistic model
- hyperparameters
- prior knowledge
- microarray
- random variables
- biomedical literature
- topic models
- machine learning
- co occurrence
- computational biology
- support vector
- face recognition