Probing GNN Explainers: A Rigorous Theoretical and Empirical Analysis of GNN Explanation Methods.
Chirag AgarwalMarinka ZitnikHimabindu LakkarajuPublished in: AISTATS (2022)
Keyphrases
- training data
- preprocessing
- data sets
- database
- information retrieval
- artificial intelligence
- machine learning methods
- cross validation
- high dimensional data
- computational cost
- significant improvement
- qualitative and quantitative
- empirical studies
- active learning
- association rules
- video sequences
- multi agent
- clustering algorithm
- knowledge base
- real time