Unveiling the Cycloid Trajectory of EM Iterations in Mixed Linear Regression.
Zhankun LuoAbolfazl HashemiPublished in: CoRR (2024)
Keyphrases
- linear regression
- least squares
- expectation maximization
- regression methods
- regression problems
- em algorithm
- linear regression model
- nonlinear regression
- ridge regression
- locally weighted
- maximum likelihood
- gaussian mixture model
- generative model
- linear models
- regression method
- unsupervised learning
- kernel regression
- probabilistic model
- multivariate regression
- predictor variables
- decision trees
- probability distribution
- optimal solution