Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks.
Puja TrivediMark HeimannRushil AnirudhDanai KoutraJayaraman J. ThiagarajanPublished in: ICLR (2024)
Keyphrases
- neural network
- accurate estimation
- high accuracy
- graph theory
- graph representation
- fuzzy logic
- random walk
- graph structure
- neural network model
- artificial neural networks
- computationally efficient
- neural nets
- uncertain data
- highly accurate
- fuzzy systems
- error analysis
- pattern recognition
- estimation accuracy
- genetic algorithm
- graph matching
- bipartite graph
- directed graph
- connected components
- structured data
- back propagation
- high quality
- directed acyclic graph
- estimation algorithm
- parameter estimation
- decision theory
- belief change
- image segmentation
- decision making
- graph data
- probability measure