Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks.
Puja TrivediMark HeimannRushil AnirudhDanai KoutraJayaraman J. ThiagarajanPublished in: CoRR (2023)
Keyphrases
- neural network
- accurate estimation
- graph representation
- error analysis
- pattern recognition
- estimation accuracy
- connected components
- graph theory
- graph structure
- structured data
- directed graph
- multi layer
- weighted graph
- highly accurate
- bipartite graph
- graph matching
- computationally efficient
- artificial neural networks
- high quality
- graph based algorithm
- neural nets
- uncertain data
- random walk
- high accuracy
- fuzzy logic