Online low-rank + sparse structure learning for dynamic network tracking.
Alp OzdemirSelin AviyentePublished in: ICASSP (2016)
Keyphrases
- low rank
- structure learning
- rank minimization
- low rank matrix
- network structure
- low rank matrices
- bayesian networks
- graphical models
- missing data
- linear combination
- convex optimization
- matrix factorization
- high order
- regularized regression
- matrix completion
- singular value decomposition
- high dimensional data
- semi supervised
- transfer learning
- conditional independence
- parameter estimation
- higher order
- maximum likelihood estimation
- particle filter
- sparse matrix
- high dimensional
- social networks
- data sets
- unsupervised learning
- probabilistic model