Paper Citation Record · LEDGER

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing

As of 8 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2505.23320.

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

pith.paper-citation-record.v1
2505.23320 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:51:39.834010Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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 exact1
verified fuzzy7
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3658e8d2-35ae-47a5-be64-c082b89d1a71 · outbound

This paper cites Azzimonti, G.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Azzimonti, G

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:43.975804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation de384171-5b43-4d38-bb72-4c815a99b88f · outbound

This paper cites an unresolved cited work.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:51:43.771487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a1c6dced-6e9d-4373-82ea-416682653187 · outbound

This paper cites an unresolved cited work.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:51:43.489383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ed3a34ad-3eb6-47bc-85f0-6ebf72b49b62 · outbound

This paper cites Fayyad and K.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Fayyad and K

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:43.116837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b8cf58f9-77e7-4c07-89cb-aaf38dfb7225 · outbound

This paper cites Friedman, D.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Friedman, D

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:42.852611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d6b0dfcb-77f3-4f60-b4e5-eac59ac835fd · outbound

This paper cites Ismail Fawaz, G.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Ismail Fawaz, G

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:51:37.325637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a17e37d-97d3-4594-82c8-ecc1226596e0 · outbound

This paper cites an unresolved cited work.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:51:42.654714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 398ec71c-278d-46c7-96db-d5529c03b5ac · outbound

This paper cites an unresolved cited work.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:51:42.465363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f7ed7690-6c8c-4bcc-99bc-57e44b747eed · outbound

This paper cites High-Dimensional Bayesian Regularised Regression with the BayesReg Package.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing High-Dimensional Bayesian Regularised Regression with the BayesReg Package

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:51:37.760974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5d185ff-b744-4b05-9205-25b53316f546 · outbound

This paper cites Pedregosa, G.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Pedregosa, G

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:42.282498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d40a742e-5c75-4c1e-a36c-bcaf88f71b75 · outbound

This paper cites Petitjean, W.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Petitjean, W

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:42.038966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e78cbb4c-c608-4cb8-ae29-b347c11abf48 · outbound

This paper cites an unresolved cited work.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:51:41.854964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4b8a89fb-5c15-4560-8b9f-f25ca1ef89d6 · outbound

This paper cites an unresolved cited work.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:51:41.651785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0f39d347-1e02-4e23-9a3a-98e4198a3cdf · outbound

This paper cites an unresolved cited work.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:51:38.536667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 653ba3be-cb80-4c3d-998b-57e12fdf8586 · outbound

This paper cites an unresolved cited work.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:51:41.419495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2e5fe079-1500-4b37-8ca5-8fbc3580ef2b · outbound

This paper cites an unresolved cited work.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:51:41.234542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 74ef707b-e2d5-482b-9029-990138c70213 · outbound

This paper cites an unresolved cited work.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:51:41.025483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6626df1c-d110-4700-8fbb-94c762a09cbb · outbound

This paper cites an unresolved cited work.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:51:40.873389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation efb7493b-5432-48e3-a39f-f7304d2f7e14 · outbound

This paper cites an unresolved cited work.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:51:40.709604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ebc7bf50-0b6c-4d0a-b18f-da8b00f67526 · outbound

This paper cites Lecture notes on ridge regression.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Lecture notes on ridge regression

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:51:39.473043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0db01276-e0d2-42df-849d-b853c7ba76f0 · outbound

This paper cites Pochhammer Priors for Sparse Count Models.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Pochhammer Priors for Sparse Count Models

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:51:40.043700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5619bc38-3e58-4552-8e3b-13b67d05dd09 · outbound

This paper cites Zhang, F.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Zhang, F

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:40.575788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b270ea3f-c86d-4f2a-9d8c-86eb1d44475e · outbound

This paper cites Zhang, F.

Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing Zhang, F

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:51:40.398062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.