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researcher

Wouter M. Kouw

15 papers hereh-index 6109 citations26 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author3
  • first author2
  • middle author5
  • last author3

Across the 13 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.AI2
  • eess.SY2
  • stat.ML2
  • cs.IT1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedGaussian Variational Inference with Non-Gaussian Factors for State Estimation: A UWB Localization Case Study

1 citations · 1 across the 7 of their papers we have counts for

collaborators
Showing cs.ITShow all

1 paper · 1 filter

cs.IT2026

Expected free energy as an information constraint on the Bethe Lagrangian

Wouter M. Kouw

Active inference selects actions by minimising an expected free energy functional over predicted futures. However, adding an expectation over yet-unobserved outcomes means the free…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.