Probabilistic Circuits with Constraints via Convex Optimization.
Soroush GhandiBenjamin QuostCassio de CamposPublished in: CoRR (2024)
Keyphrases
- convex optimization
- convex constraints
- interior point methods
- low rank
- primal dual
- total variation
- norm minimization
- convex relaxation
- bayesian networks
- linear programming problems
- generative model
- probabilistic model
- convex optimization problems
- computer vision
- constrained optimization
- higher order
- denoising
- high resolution
- objective function
- low rank matrix
- operator splitting