Parameter Estimation of Generalized Linear Models without Assuming their Link Function.
Sreangsu AcharyyaJoydeep GhoshPublished in: AISTATS (2015)
Keyphrases
- parameter estimation
- generalized linear models
- least squares
- maximum likelihood
- model selection
- statistical models
- em algorithm
- regression model
- markov random field
- logistic regression
- parameter estimation algorithm
- expectation maximization
- linear regression
- posterior distribution
- approximate inference
- random variables
- text classification
- markov chain monte carlo
- video sequences
- data mining