Inequality Constraints in Causal Models with Hidden Variables.
Changsung KangJin TianPublished in: UAI (2006)
Keyphrases
- models with hidden variables
- inequality constraints
- hidden variables
- graphical models
- convex quadratic
- nonlinear programming
- constrained optimization
- interior point methods
- equality constraints
- probabilistic model
- linear programming
- random variables
- exponential family
- optimality conditions
- least squares support vector machine
- generative model
- cross validation
- image processing
- probability distribution
- bayesian networks
- bayesian inference
- support vector