CGXplain: Rule-Based Deep Neural Network Explanations Using Dual Linear Programs.
Konstantin HemkerZohreh ShamsMateja JamnikPublished in: TML4H (2023)
Keyphrases
- linear program
- neural network
- primal dual
- linear programming
- semi infinite
- simplex method
- interior point methods
- dynamic programming
- linear programming problems
- optimal solution
- multistage stochastic
- column generation
- extreme points
- stochastic programming
- integer program
- mixed integer
- np hard
- objective function
- expert systems
- simplex algorithm
- linear inequalities
- mixed integer linear program
- lagrangian dual
- nelder mead
- convex functions
- semidefinite programming
- duality gap
- genetic algorithm
- randomly generated
- resource allocation
- learning algorithm
- market equilibrium