Recovery of Joint Probability Distribution from One-Way Marginals: Low Rank Tensors and Random Projections.
Jian VoraKarthik S. GurumoorthyAjit RajwadePublished in: SSP (2021)
Keyphrases
- low rank
- random projections
- high order
- high dimensional data
- dimensionality reduction
- dimension reduction
- probability distribution
- singular value decomposition
- compressive sensing
- matrix factorization
- random variables
- missing data
- convex optimization
- sparse representation
- graphical models
- random sampling
- linear combination
- original data
- higher order
- high dimensionality
- image reconstruction
- low dimensional
- semi supervised
- belief propagation
- principal component analysis
- message passing
- probabilistic inference
- collaborative filtering
- probabilistic model
- hash functions
- bayesian networks
- pairwise
- feature extraction
- least squares
- multiscale