Layer-Wise Learning Strategy for Nonparametric Tensor Product Smoothing Spline Regression and Graphical Models.
Kean Ming TanJunwei LuTong ZhangHan LiuPublished in: J. Mach. Learn. Res. (2019)
Keyphrases
- graphical models
- tensor product
- learning strategies
- nonparametric regression
- b spline
- belief propagation
- probabilistic model
- cubic spline
- random variables
- approximate inference
- online learning
- curve fitting
- active learning
- bayesian networks
- reproducing kernel hilbert space
- statistical inference
- markov networks
- pairwise
- loss function
- regression model
- basis functions
- model selection
- image sequences
- density estimation
- feature space