Linear Time-Varying Parameter Estimation: Maximum A Posteriori Approach via Semidefinite Programming.
Sasan VakiliMohammad KhosraviPeyman Mohajerin EsfahaniManuel MazoPublished in: IEEE Control. Syst. Lett. (2024)
Keyphrases
- parameter estimation
- maximum a posteriori
- semidefinite programming
- markov random field
- maximum likelihood
- semidefinite
- em algorithm
- expectation maximization
- posterior distribution
- linear programming
- maximum margin
- random fields
- belief propagation
- hyperparameters
- bayesian framework
- graph cuts
- primal dual
- kernel matrix
- image reconstruction
- image segmentation
- higher order
- image restoration
- markov networks
- prior model
- pairwise
- energy function
- model selection
- probabilistic model
- closed form
- least squares
- conditional random fields
- generative model
- level set
- high dimensional