Max-affine regression with universal parameter estimation for small-ball designs.
Avishek GhoshAshwin PananjadyAditya GuntuboyinaKannan RamchandranPublished in: ISIT (2020)
Keyphrases
- parameter estimation
- model selection
- estimation problems
- maximum likelihood
- least squares
- em algorithm
- statistical models
- markov random field
- approximate inference
- random fields
- parameter values
- expectation maximization
- regression model
- parameter estimation algorithm
- linear regression
- model fitting
- bayesian model selection
- maximum likelihood estimation
- parameters estimation
- structure learning
- posterior distribution
- parameter estimates
- non stationary
- position estimation
- video sequences
- image processing