Performance bounds for polynomial phase parameter estimation with nonuniform and random sampling schemes.
Jonathan A. LeggDouglas A. GrayPublished in: IEEE Trans. Signal Process. (2000)
Keyphrases
- parameter estimation
- random sampling
- sample size
- active learning
- model selection
- least squares
- maximum likelihood
- sampling algorithm
- markov random field
- upper bound
- hyperparameters
- em algorithm
- parameter estimation algorithm
- sampling procedure
- random fields
- expectation maximization
- random samples
- lower bound
- posterior distribution
- sliding window
- sampling methods
- model fitting
- approximate inference
- markov chain monte carlo
- worst case
- reservoir sampling
- maximum a posteriori
- estimation problems
- random sample
- conditional random fields
- pairwise