Max-Affine Regression: Parameter Estimation for Gaussian Designs.
Avishek GhoshAshwin PananjadyAdityanand GuntuboyinaKannan RamchandranPublished in: IEEE Trans. Inf. Theory (2022)
Keyphrases
- parameter estimation
- maximum likelihood
- model selection
- estimation problems
- regression model
- least squares
- random fields
- linear regression
- markov random field
- statistical models
- em algorithm
- parameter values
- maximum likelihood estimation
- gaussian distribution
- markov fields
- covariance matrices
- hyperparameters
- approximate inference
- gaussian mixture model
- model fitting
- posterior distribution
- parameter estimation algorithm
- bayesian model selection
- image segmentation
- gaussian processes
- gaussian process
- density function
- expectation maximization
- optical flow
- machine learning