Paper Citation Record · LEDGER

Kalman filters as the steady-state solution of gradient descent on variational free energy

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2111.10530.

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pith.paper-citation-record.v1
2111.10530 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T10:17:21.343767Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T04:47:38.202697Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f59c7ba4-8932-493e-bed7-e3b1f28fdf22 · inbound

What Type of Inference is Active Inference? cites this paper.

What Type of Inference is Active Inference? Kalman filters as the steady-state solution of gradient descent on variational free energy

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:46:45.816854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c4b006d5-096a-4aec-be22-c152e64f667e · inbound

Expected Free Energy-based Planning as Variational Inference cites this paper.

Expected Free Energy-based Planning as Variational Inference Kalman filters as the steady-state solution of gradient descent on variational free energy

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-03T04:47:38.204370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 78b8e985-e339-4ced-8310-5c809b7031bc · inbound

Bayesian updates from coalgebraic determinisation cites this paper.

Bayesian updates from coalgebraic determinisation Kalman filters as the steady-state solution of gradient descent on variational free energy

Reference 214

Resolution: verified exact; arxiv_id, observed 2026-07-02T21:27:24.203704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 128d5f1f-31ed-4820-b62a-bc0053ca77db · inbound

State-Dependent Observation Noise Reintroduces Epistemic Value in Linear-Gaussian Active Inference cites this paper.

State-Dependent Observation Noise Reintroduces Epistemic Value in Linear-Gaussian Active Inference Kalman filters as the steady-state solution of gradient descent on variational free energy

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T10:17:21.343767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.