96 citations · 96 across the 2 of their papers we have counts for
2 papers
cs.LG2026
In-context learning to predict critical transitions in dynamical systems
Yunus Sevinchan, Juan Nathaniel, Kai Ueltzhöffer +8
Critical transitions - abrupt, often irreversible changes in system dynamics - arise across human and natural systems, often with catastrophic consequences. Real-world observations…
q-bio.NC2017★ 96 cited
Deep Active Inference
Kai Ueltzhöffer
This work combines the free energy principle from cognitive neuroscience and the ensuing active inference dynamics with recent advances in variational inference in deep generative…