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Harald Leisenberger
Harald Leisenberger
Courses
PhD Theses
Publications
- Conference paper Leisenberger H., Knoll C. & Pernkopf F. (2024) Reliability Thresholds for the Bethe Free Energy Approximation. in 2nd SPIGM - ICML 2024 Workshop on Structured Probabilistic Inference & Generative Modeling. [more info]
- Conference paper Leisenberger H., Pernkopf F. & Knoll C. (2022) Fixing the Bethe Approximation: How Structural Modifications in a Graph Improve Belief Propagation. in 38th Conference on Uncertainty in Artificial Intelligence (pp. 1085–1095). [more info]
- Conference paper Leisenberger H., Knoll C., Seeber R. & Pernkopf F. (2021) Convergence Behavior of Belief Propagation: Estimating Regions of Attraction via Lyapunov Functions. in 37th Conference on Uncertainty in Artificial Intelligence (pp. 1863-1873). [more info]
