Trimmed Maximum Likelihood Estimation for Robust Generalized Linear Model.
Pranjal AwasthiAbhimanyu DasWeihao KongRajat SenPublished in: NeurIPS (2022)
Keyphrases
- maximum likelihood estimation
- linear model
- maximum likelihood
- least squares
- parameter estimation
- em algorithm
- regression model
- minimum classification error
- proximal point
- mixture of gaussians
- nonlinear models
- linear transformation
- additive model
- linear models
- probability distribution
- linear transformations
- multivariate gaussian
- expectation maximization
- boltzmann machine
- model selection
- prior knowledge
- spectral reflectance
- pairwise
- image processing