Error bounds for convex parameter estimation.
Joseph Shmuel PicardAnthony J. WeissPublished in: Signal Process. (2012)
Keyphrases
- parameter estimation
- error bounds
- model selection
- maximum likelihood
- least squares
- worst case
- statistical models
- theoretical analysis
- em algorithm
- markov random field
- parameter estimation algorithm
- random fields
- parameters estimation
- parameter values
- approximate inference
- expectation maximization
- maximum likelihood estimation
- posterior distribution
- model fitting
- higher order
- non stationary
- estimation problems
- image sequences
- probability distribution