Game-theoretic Counterfactual Explanation for Graph Neural Networks.
Chirag ChhablaniSarthak JainAkshay ChanneshIan A. KashSourav MedyaPublished in: WWW (2024)
Keyphrases
- game theoretic
- neural network
- game theory
- decision problems
- nash equilibrium
- causal reasoning
- pattern recognition
- artificial neural networks
- rational agents
- directed acyclic graph
- directed graph
- imperfect information
- nash equilibria
- trust model
- agent programming
- weighted graph
- resource allocation
- solution concepts
- minority game
- pure nash equilibrium
- regret minimization
- coalitional games
- back propagation
- np hard
- special case
- lower bound
- genetic algorithm
- data mining