Gaussian Process Modulated Cox Processes under Linear Inequality Constraints.
Andrés F. López-LoperaS. T. JohnNicolas DurrandePublished in: CoRR (2019)
Keyphrases
- gaussian process
- inequality constraints
- convex quadratic
- regression model
- constrained optimization
- nonlinear programming
- equality constraints
- model selection
- latent variables
- hyperparameters
- interior point methods
- bayesian framework
- semi supervised
- cross validation
- linear systems
- linear constraints
- optimality conditions
- objective function