CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks.
Ana LucicMaartje A. ter HoeveGabriele TolomeiMaarten de RijkeFabrizio SilvestriPublished in: AISTATS (2022)
Keyphrases
- neural network
- graph representation
- collaborative filtering
- pattern recognition
- graph theory
- graph structure
- artificial neural networks
- random walk
- fuzzy logic
- graph theoretic
- structured data
- neural network model
- graph model
- graph mining
- genetic algorithm
- activation function
- directed acyclic graph
- training process
- fuzzy systems
- weighted graph
- bipartite graph
- directed graph
- connected components
- back propagation
- recurrent neural networks
- graph matching
- causal models
- graph partitioning
- causal reasoning
- graph search
- dependency graph
- graph based algorithm
- stable set