Sparse Nonlinear Regression: Parameter Estimation and Asymptotic Inference.
Zhuoran YangZhaoran WangHan LiuYonina C. EldarTong ZhangPublished in: CoRR (2015)
Keyphrases
- parameter estimation
- nonlinear regression
- relevance vector machine
- linear regression
- least squares
- random fields
- gibbs sampling
- maximum likelihood
- bayesian model selection
- model selection
- markov random field
- support vector regression
- regression method
- support vector machine
- regression problems
- bayesian networks
- high dimensional
- parameter estimation algorithm
- approximate inference
- em algorithm
- posterior distribution
- cross validation
- expectation maximization
- regression methods
- parameter values
- gaussian processes
- three dimensional
- decision trees
- higher order
- parameter estimates
- optical flow
- training data
- image segmentation