Jesse van Oostrum

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Conditional Independence

Bayesian Network Inference

Probabilistic Inference

Structured Representations

Top Venues

Int. J. Approx. Reason.

Publications

Jesse van Oostrum, Peter van Hintum, Nihat Ay
Inversion of Bayesian networks. Int. J. Approx. Reason. 164 (2024)
Jesse van Oostrum, Carlotta Langer, Nihat Ay
A Concise Mathematical Description of Active Inference in Discrete Time. CoRR (2024)
Nihat Ay, Jesse van Oostrum
On the Fisher-Rao Gradient of the Evidence Lower Bound. CoRR (2023)
Jesse van Oostrum, Johannes Müller, Nihat Ay
Invariance Properties of the Natural Gradient in Overparametrised Systems. CoRR (2022)
Jesse van Oostrum, Peter van Hintum, Nihat Ay
Inversion of Bayesian Networks. CoRR (2022)
Jesse van Oostrum, Nihat Ay
Parametrisation Independence of the Natural Gradient in Overparametrised Systems. GSI (2021)