Statistical Latent Space Approach for Mixed Data Modelling and Applications.
Tu Dinh NguyenTruyen TranDinh Q. PhungSvetha VenkateshPublished in: CoRR (2017)
Keyphrases
- mixed data
- latent space
- gaussian process latent variable models
- gaussian process
- latent variables
- low dimensional
- data compression
- similarity function
- dimensionality reduction
- data sets
- matrix factorization
- manifold learning
- knn
- parameter space
- transfer learning
- feature vectors
- gaussian processes
- generative model
- clustering algorithm
- lower dimensional
- random variables
- distance metric
- high dimensional data
- distance measure
- nearest neighbor
- high dimensional
- training set
- multiscale
- image processing