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Paper Citation Record · LEDGER

$\alpha$ Belief Propagation as Fully Factorized Approximation

As of 23 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:1908.08906.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
1908.08906 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T11:32:18.321116Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

23 of 23 outbound references displayed

  • verified exact3
  • verified fuzzy12
  • unresolved2
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a91a8ac1-1d10-41a6-82c7-298f2d3690ff · outbound

This paper cites Gaussian mixture markov random field for image denoising and reconstruction,.

$\alpha$ Belief Propagation as Fully Factorized Approximation Gaussian mixture markov random field for image denoising and reconstruction,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:32:19.212025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation aff51dbe-1142-4e30-8c5c-d67654c16779 · outbound

This paper cites Expectation propagation detection for high-order high-dimensional mimo systems,.

$\alpha$ Belief Propagation as Fully Factorized Approximation Expectation propagation detection for high-order high-dimensional mimo systems,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:32:19.096228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 24720f31-6d00-4413-b8ab-b7e9936c1fd8 · outbound

This paper cites Optimality of large mimo detection via approximate message passing,.

$\alpha$ Belief Propagation as Fully Factorized Approximation Optimality of large mimo detection via approximate message passing,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:32:19.080927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:32:18.225756Z digest=sha256:072aadf1b2d358f26ee2685e18c1a9988bd3dc15e1685092195437ff9d71f41e

Observation 82a8307a-88a6-463f-bccb-bb130c7845c4 · outbound

This paper cites Bayesian inference in hidden markov random fields for binary data defined on large lattices,.

$\alpha$ Belief Propagation as Fully Factorized Approximation Bayesian inference in hidden markov random fields for binary data defined on large lattices,

Reference 4

Resolution
verified exact
raw_fallback, observed 2026-08-14T11:32:18.905376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:32:18.230493Z digest=sha256:fbfc777eb774d44be6cbeba528ef378c5cff034da28ac7f0179ffd4db1560d20

Observation aaf1151a-c8de-4037-a232-d8cde02ccf83 · outbound

This paper cites Restricted Boltzmann Machines: Introduction and Review,.

$\alpha$ Belief Propagation as Fully Factorized Approximation Restricted Boltzmann Machines: Introduction and Review,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:32:19.064979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:32:18.235260Z digest=sha256:c3adecef75dfd2adc8018be3c5cb6b2ac9f448d54e515f3c665f46abcafd2e9d

Observation c191dc9d-fb42-4947-917a-3487b27ec8e4 · outbound

This paper cites Deeply learning the messages in message passing inference,.

$\alpha$ Belief Propagation as Fully Factorized Approximation Deeply learning the messages in message passing inference,

Reference 6

Resolution
metadata mismatch
raw_fallback, observed 2026-08-14T11:32:18.833909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:32:18.239908Z digest=sha256:f6e2257da01c4df0ec4d81443f4ea16df311cd37327731d963155e91a42c9b7c

Observation 3be99011-ecf9-40ce-a042-69f1217634e5 · outbound

This paper cites Inference in Probabilistic Graphical Models by Graph Neural Networks.

$\alpha$ Belief Propagation as Fully Factorized Approximation Inference in Probabilistic Graphical Models by Graph Neural Networks

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-14T11:32:18.765424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:32:18.244857Z digest=sha256:8a177cc71eb610b5079a505f3ab6adf1dfd5e40cfcf36c14da8038531a94504f

Observation 4c4e6df1-9565-4587-b5d5-0ac6a2411472 · outbound

This paper cites an unresolved cited work.

$\alpha$ Belief Propagation as Fully Factorized Approximation Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-14T11:32:18.250125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T11:32:18.250125Z digest=sha256:dd47b5afd8cb1cc94418a667ad7987ecf5577b579436b696fc80e4b3e7bafad3

Observation 888df672-24a2-414f-98f4-293a7cf68a79 · outbound

This paper cites Factor graphs and the sum-product algorithm,.

$\alpha$ Belief Propagation as Fully Factorized Approximation Factor graphs and the sum-product algorithm,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:32:19.040980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:32:18.254619Z digest=sha256:9abd2fa441a68b75d50e4649f124ba3d9b569825776792981ac8cac256bc6367

Observation 8d372468-9091-449d-a852-ac3d54ab3c21 · outbound

This paper cites Loopy belief propagation: Convergence and effects of message errors,.

$\alpha$ Belief Propagation as Fully Factorized Approximation Loopy belief propagation: Convergence and effects of message errors,

Reference 10

Resolution
metadata mismatch
raw_fallback, observed 2026-08-14T11:32:18.744572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:32:18.259151Z digest=sha256:fb2b2be2ec0722a31001568a269b951182bffbb946aed4970f6c843287bfea83

Observation 6eea5f3d-183a-4cd6-8d39-9213fc87dccb · outbound

This paper cites Convergence analysis of distributed inference with vector-valued gaussian belief propagation,.

$\alpha$ Belief Propagation as Fully Factorized Approximation Convergence analysis of distributed inference with vector-valued gaussian belief propagation,

Reference 11

Resolution
metadata mismatch
raw_fallback, observed 2026-08-14T11:32:18.663142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:32:18.264097Z digest=sha256:3ada0940a20006a84b7fe60bd3d44d271d0c1fd5ba3a66ac94032d219a98c991

Observation d77292b3-2dbf-4d33-8b91-fb602a12a44f · outbound

This paper cites Generalized belief propagation,.

$\alpha$ Belief Propagation as Fully Factorized Approximation Generalized belief propagation,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-14T11:32:18.269065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T11:32:18.269065Z digest=sha256:5d1ff3a9e615a42b3619eacacc459beb6ab21d639dfd7b2106f21b728de2f6b6

Observation 5c9830f3-8b97-490e-b32d-c907830f0d58 · outbound

This paper cites Fractional belief propagation,.

$\alpha$ Belief Propagation as Fully Factorized Approximation Fractional belief propagation,

Reference 13

Resolution
metadata mismatch
raw_fallback, observed 2026-08-14T11:32:18.530366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:32:18.273863Z digest=sha256:79e1b09d35ae32a1de0c387df7bff88b2273abd2bdb45c8b12f83679a6b86081

Observation d627cff3-ce07-4ab6-b632-94e0caf56691 · outbound

This paper cites A message-passing algorithm with damping,.

$\alpha$ Belief Propagation as Fully Factorized Approximation A message-passing algorithm with damping,

Reference 14

Resolution
malformed identifier
raw_fallback, observed 2026-08-14T11:32:19.026698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:32:18.278961Z digest=sha256:bc394b04b915ac176b6e43410f34315fdf416daa1a357a36d98247c2ef32f96e

Observation d9005afc-45f5-4bc3-9546-bce3762e1407 · outbound

This paper cites Gaussian processes for classification: Mean-field algorithms,.

$\alpha$ Belief Propagation as Fully Factorized Approximation Gaussian processes for classification: Mean-field algorithms,

Reference 15

Resolution
verified exact
doi, observed 2026-08-14T11:32:18.359612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 896f3fef-a79a-4f7f-8cee-31b3d94379b0 · outbound

This paper cites Expectation propagation for approximate bayesian inference,.

$\alpha$ Belief Propagation as Fully Factorized Approximation Expectation propagation for approximate bayesian inference,

Reference 16

Resolution
metadata mismatch
raw_fallback, observed 2026-08-14T11:32:18.451331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:32:18.288536Z digest=sha256:af5a801a221b0933328056b624e78baac91ee95c5537c81509efd069abec5b19

Observation 997de2ff-9bf2-4d48-a597-620cd0067fdb · outbound

This paper cites A family of algorithms for approximate bayesian inference,.

$\alpha$ Belief Propagation as Fully Factorized Approximation A family of algorithms for approximate bayesian inference,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:32:19.012586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:32:18.293220Z digest=sha256:4cf852dc550599af5d08bce8da0338ba9802d1b3a2811b0b0a0eb62ebf66fce0

Observation 5f2c4164-51bc-440b-8657-7461ec338dbd · outbound

This paper cites Divergence measures and message passing,.

$\alpha$ Belief Propagation as Fully Factorized Approximation Divergence measures and message passing,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:32:18.997815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 3f80efcf-53dc-45ae-9f60-bfc9f68f0afa · outbound

This paper cites Stochastic expectation propagation,.

$\alpha$ Belief Propagation as Fully Factorized Approximation Stochastic expectation propagation,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:32:18.983011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:32:18.301975Z digest=sha256:3f5787701b04ce1efc143ad85b316ee138f40561a80592fe6bc6ed2558d16468

Observation 2dec4935-7b60-41ec-aaaa-f121b225677d · outbound

This paper cites Information geometric measurements of generalisation,.

$\alpha$ Belief Propagation as Fully Factorized Approximation Information geometric measurements of generalisation,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:32:18.968402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:32:18.306514Z digest=sha256:443a16d1fb65b4dabb48e6596149c140fc44471b6bf91b62f2513b138cf5bd32

Observation 85fb056b-55b1-4c5a-bb2c-3afe236bed74 · outbound

This paper cites Pseudo prior belief propagation for densely connected discrete graphs,.

$\alpha$ Belief Propagation as Fully Factorized Approximation Pseudo prior belief propagation for densely connected discrete graphs,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:32:18.953273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:32:18.311808Z digest=sha256:b48d3f2e344948b28b3296cb465acb019b409c3ca9b76d0f026bd98062cfbbce

Observation b55f3ad3-5a63-40e1-9abe-4b7c89dcd558 · outbound

This paper cites James, D.

$\alpha$ Belief Propagation as Fully Factorized Approximation James, D

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:32:18.938797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:32:18.316322Z digest=sha256:d01997caab53be7b6c3ba292b8d5d35492fc63c3aab684c336380dffc85f924c

Observation fc8a0e0a-8b0a-43bc-9282-10b1a8723747 · outbound

This paper cites On the evolution of random graphs,.

$\alpha$ Belief Propagation as Fully Factorized Approximation On the evolution of random graphs,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:32:18.922637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Pith citing papers

No inbound Pith citation observations are available.