Accelerating probabilistic tensor canonical polyadic decomposition with nonnegative factors: An inexact BCD Approach.
Zhongtao ChenLei ChengYik-Chung WuPublished in: Signal Process. (2023)
Keyphrases
- tensor decomposition
- tensor factorization
- canonical form
- factors affecting
- objective function
- high order
- higher order
- data driven
- generative model
- bayesian networks
- linear programming
- conditional probabilities
- data representation
- pairwise
- probabilistic model
- diffusion tensor
- probabilistic logic
- decomposition methods
- matrix factorisation
- dimensionality reduction
- decomposition algorithm
- factors that affect
- factors that influence
- factors influencing
- negative matrix factorization
- probabilistic reasoning
- least squares