Search Results for author: Raman Siarheyeu

Found 1 papers, 0 papers with code

Uncertainty Propagation in Node Classification

no code implementations3 Apr 2023 Zhao Xu, Carolin Lawrence, Ammar Shaker, Raman Siarheyeu

To address these issues, we propose a Bayesian uncertainty propagation (BUP) method, which embeds GNNs in a Bayesian modeling framework, and models predictive uncertainty of node classification with Bayesian confidence of predictive probability and uncertainty of messages.

Classification Node Classification

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