Harald Leisenberger

According to our database, Harald Leisenberger authored at least 4 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Adaptive Variational Inference in Probabilistic Graphical Models: Beyond Bethe, Tree-Reweighted, and Convex Free Energies.

Harald Leisenberger, Franz Pernkopf

CoRR, February, 2025

2024

On the Convexity and Reliability of the Bethe Free Energy Approximation.

Harald Leisenberger, Christian Knoll, Franz Pernkopf

CoRR, 2024

2022

Fixing the Bethe approximation: How structural modifications in a graph improve belief propagation.

Harald Leisenberger, Franz Pernkopf, Christian Knoll

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

Convergence behavior of belief propagation: estimating regions of attraction via Lyapunov functions.

Harald Leisenberger, Christian Knoll, Richard Seeber, Franz Pernkopf

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021