Sparse structured probabilistic projections for factorized latent spaces.
Xinquan QuXinlei ChenPublished in: CIKM (2011)
Keyphrases
- gaussian process latent variable models
- latent variable models
- three dimensional
- latent variables
- latent space
- probabilistic model
- high dimensional
- bayesian networks
- sparse data
- generative model
- sparse representation
- uncertain data
- latent semantic
- data points
- real world
- binary matrices
- belief networks
- matrix factorization
- compressed sensing
- probabilistic logic
- tomographic reconstruction
- polyhedral objects
- sparse matrix
- discrete tomography
- posterior probability
- data driven