Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks.
Puja TrivediMark HeimannRushil AnirudhDanai KoutraJayaraman J. ThiagarajanPublished in: CoRR (2024)
Keyphrases
- neural network
- accurate estimation
- graph structure
- artificial neural networks
- pattern recognition
- random walk
- graph representation
- fuzzy logic
- high accuracy
- error analysis
- directed graph
- graph databases
- graph theory
- highly accurate
- bipartite graph
- neural nets
- uncertain data
- neural network model
- structured data
- pairwise
- graph based algorithm
- undirected graph
- recurrent neural networks
- training process
- multi layer
- self organizing maps
- fault diagnosis
- back propagation
- maximum likelihood
- learning algorithm