Partial Information Decomposition for Continuous Variables based on Shared Exclusions: Analytical Formulation and Estimation.
David A. EhrlichKyle Schick-PolandAbdullah MakkehFelix LanfermannPatricia WollstadtMichael WibralPublished in: CoRR (2023)
Keyphrases
- partial information
- continuous variables
- mixed integer
- binary variables
- incomplete information
- discrete variables
- valid inequalities
- dynamic systems
- bayesian networks
- random variables
- structure learning
- convex hull
- computationally expensive
- parameter estimation
- linear programming relaxation
- traveling salesman problem
- first order logic
- joint distribution
- graphical models
- probabilistic model
- optimal solution
- image segmentation