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