High Dimensional Semiparametric Gaussian Copula Graphical Models.
Han LiuFang HanMing YuanJohn D. LaffertyLarry A. WassermanPublished in: ICML (2012)
Keyphrases
- semi parametric
- graphical models
- statistical inference
- high dimensional
- belief propagation
- probabilistic graphical models
- probabilistic model
- random variables
- approximate inference
- density estimation
- bayesian networks
- regression model
- low dimensional
- dimensionality reduction
- least squares
- high dimensional data
- gaussian mixture
- similarity search
- maximum likelihood
- gaussian mixture model
- parameter space
- nearest neighbor
- constrained optimization
- data points
- markov networks
- parameter estimation
- generative model
- statistical learning
- parametric models
- optical flow
- feature vectors
- feature space