A quadratically convergent primal decomposition algorithm with soft coupling for nonlinear parameter estimation.
Dimitris KouzoupisRien QuirynenJesus Lago GarciaMichael ErhardMoritz DiehlPublished in: CDC (2016)
Keyphrases
- parameter estimation
- decomposition algorithm
- working set
- equality constraints
- least squares
- working set selection
- maximum likelihood
- model selection
- markov random field
- decomposition method
- number of iterations required
- statistical models
- em algorithm
- random fields
- linear program
- expectation maximization
- parameter estimation algorithm
- approximate inference
- linear programming
- parameter values
- recognition algorithm
- primal dual
- support vector
- model fitting
- objective function
- three dimensional
- high dimensional
- parameters estimation
- similarity measure