Sparse Nonlinear Regression: Parameter Estimation under Nonconvexity.
Zhuoran YangZhaoran WangHan LiuYonina C. EldarTong ZhangPublished in: ICML (2016)
Keyphrases
- parameter estimation
- nonlinear regression
- relevance vector machine
- linear regression
- least squares
- maximum likelihood
- support vector regression
- support vector machine
- markov random field
- regression problems
- em algorithm
- model selection
- random fields
- regression method
- parameter estimation algorithm
- parameter values
- posterior distribution
- expectation maximization
- high dimensional
- regression methods
- image processing
- parameter estimates
- training set
- machine learning