Paper Citation Record · LEDGER

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal

As of 22 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2506.13407.

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

pith.paper-citation-record.v1
2506.13407 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:11:52.681798Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

39 of 39 outbound references displayed

verified exact1
verified fuzzy33
unresolved5
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b140833b-303d-480a-8935-080ca279f74f · outbound

This paper cites Structure learning for cyclic linear causal models.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Structure learning for cyclic linear causal models

Reference 1

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Source-reported events for the cited work

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Observation 2b7eb630-438b-423c-969c-b61fb05e2c1f · outbound

This paper cites Andersson, David Madigan, and Michael D.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Andersson, David Madigan, and Michael D

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:53.184166Z

Source-reported events for the cited work

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Observation 9c50e1fa-37b8-4fc4-9696-5179ce0675ad · outbound

This paper cites Ordering-based causal structure learning in the presence of latent variables.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Ordering-based causal structure learning in the presence of latent variables

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:53.173204Z

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Observation df7dbe61-9256-4706-b361-c75056b82eb9 · outbound

This paper cites A transformational characterization of equivalent Bayesian network structures.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal A transformational characterization of equivalent Bayesian network structures

Reference 4

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Observation ffa784ab-2495-4d4a-aefb-306e2e870965 · outbound

This paper cites Optimal structure identification with greedy search.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Optimal structure identification with greedy search

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:53.148451Z

Source-reported events for the cited work

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Observation 602fc67f-47a5-45bb-a1d8-61fceab98499 · outbound

This paper cites Maximum likelihood pedigree reconstruc- tion using integer linear programming.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Maximum likelihood pedigree reconstruc- tion using integer linear programming

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:53.135726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a632caea-10fd-4086-89f4-32014e1597f4 · outbound

This paper cites Polyhedral aspects of score equivalence in Bayesian network structure learning.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Polyhedral aspects of score equivalence in Bayesian network structure learning

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:53.123611Z

Source-reported events for the cited work

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Observation 1d1e072f-3338-4998-a1a6-50df18fb228c · outbound

This paper cites Korhonen, and Mark Bartlett.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Korhonen, and Mark Bartlett

Reference 8

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Observation b31be6c7-0b3c-44ad-a0e9-b45717d366fd · outbound

This paper cites Binomial ideals.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Binomial ideals

Reference 9

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Source-reported events for the cited work

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Observation 9e2d4f0a-2224-46d4-a4f7-3a41414426a7 · outbound

This paper cites Markov Properties for Graphical Models with Cycles and Latent Variables.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Markov Properties for Graphical Models with Cycles and Latent Variables

Reference 10

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Source-reported events for the cited work

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Observation 09af86d9-83ab-40de-8850-83df26d166bb · outbound

This paper cites Friedman, M Linial, I.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Friedman, M Linial, I

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:53.085028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6536b729-bc7f-4677-8db5-f2bc5018bb22 · outbound

This paper cites Characterizing distribution equivalence and structure learning for cyclic and acyclic directed graphs.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Characterizing distribution equivalence and structure learning for cyclic and acyclic directed graphs

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:53.073416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 13409133-eb78-4c7f-b4bd-3490f4094a03 · outbound

This paper cites Goldberger.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Goldberger

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d99a6bfb-322f-47c0-bfda-cf875f9e9822 · outbound

This paper cites The statistical implications of a system of simultaneous equations.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal The statistical implications of a system of simultaneous equations

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1058f14d-c9d1-4807-8637-9a087223dada · outbound

This paper cites Heckerman, Dan Geiger, and David Maxwell Chickering.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Heckerman, Dan Geiger, and David Maxwell Chickering

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:53.036299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 14ad6828-7d3b-47e9-ab7b-89506cec4d32 · outbound

This paper cites Hyperplane representations of interventional characteristic imset polytopes, 2024.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Hyperplane representations of interventional characteristic imset polytopes, 2024

Reference 16

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Source-reported events for the cited work

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Observation c68c5364-6448-4bb6-9d87-447d07fa2927 · outbound

This paper cites Learning Bayesian network structure using LP relaxations.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Learning Bayesian network structure using LP relaxations

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:53.011044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5f01d95d-3f14-470e-9179-fbe3fb08f0f2 · outbound

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Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Unresolved cited work

Reference 18

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Source-reported events for the cited work

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Observation 34156d54-7a8f-4650-bd2f-a263fe1e7355 · outbound

This paper cites Rhombus criterion and the chordal graph polytope.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Rhombus criterion and the chordal graph polytope

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0bc8c89e-a7f5-4522-9313-f9dc1a4cfab3 · outbound

This paper cites On the Edges of Characteristic Imset Polytopes.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal On the Edges of Characteristic Imset Polytopes

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fe9fae9b-8597-4c05-b292-2be0bd744731 · outbound

This paper cites Greedy causal discovery is geometric.SIAM J.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Greedy causal discovery is geometric.SIAM J

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:52.972138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9f455b87-05dc-4879-a7b9-2d170e164a8a · outbound

This paper cites an unresolved cited work.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Unresolved cited work

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7eaf84ca-131c-4374-896d-13b9620c66d7 · outbound

This paper cites an unresolved cited work.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Unresolved cited work

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 12f78ecc-25cf-46a0-b357-41edead0ffdf · outbound

This paper cites Graphical Models: Selecting causal and statistical models.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Graphical Models: Selecting causal and statistical models

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:52.935320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation febf7535-f0be-49ea-8ac6-a345ece304e9 · outbound

This paper cites Causality.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Causality

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:52.923260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 01560d9e-816b-41bb-87b9-736e5b14ca40 · outbound

This paper cites Causality: Models, Reasoning and Inference.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Causality: Models, Reasoning and Inference

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:52.910642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e33cbd29-fca9-4026-aa70-94079f4510b7 · outbound

This paper cites Learning directed acyclic graph models based on sparsest permutations.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Learning directed acyclic graph models based on sparsest permutations

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:52.898230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 01202d70-db2a-453c-8a1f-ba9b5742bec8 · outbound

This paper cites A discovery algorithm for directed cyclic graphs.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal A discovery algorithm for directed cyclic graphs

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:52.885867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 362d4808-5dd5-4519-95d9-3a557cb0c788 · outbound

This paper cites an unresolved cited work.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:11:52.873360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0ce8d54f-a5f4-4a27-a213-ddffacc0cd0f · outbound

This paper cites Causal structure learning in directed, possibly cyclic, graphical models.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Causal structure learning in directed, possibly cyclic, graphical models

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:52.861315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 136268d4-4a27-42ee-9e07-9940649b4411 · outbound

This paper cites Consistency guarantees for greedy permutation-based causal inference algorithms.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Consistency guarantees for greedy permutation-based causal inference algorithms

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:52.849122Z

Source-reported events for the cited work

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Observation 6f153778-71cd-4ef6-b8cf-124d30b616c8 · outbound

This paper cites Causation, Prediction, and Search , volume 81.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Causation, Prediction, and Search , volume 81

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:52.837643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c5cebb7a-7953-46da-b93a-f37fc79906de · outbound

This paper cites Information Science and Statistics.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Information Science and Statistics

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:52.824612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ad06f0fb-6880-4afd-8cd6-055436766d3c · outbound

This paper cites Characteristic imset: a simple algebraic representative of a Bayesian network structure.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Characteristic imset: a simple algebraic representative of a Bayesian network structure

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:52.812262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bd74878c-5b06-4eaa-be9b-8afb27521277 · outbound

This paper cites Algebraic statistics, volume 194 of Graduate Studies in Mathematics.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Algebraic statistics, volume 194 of Graduate Studies in Mathematics

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:52.797172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9e4b5af7-f38f-44a0-9c12-7c12a6d02004 · outbound

This paper cites Ordering-based search: A simple and effective algorithm for learning Bayesian networks.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Ordering-based search: A simple and effective algorithm for learning Bayesian networks

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:52.784267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0339a1ee-c821-437b-851c-e9df8f9fa5f2 · outbound

This paper cites The max-min hill-climbing Bayesian network structure learning algorithm.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal The max-min hill-climbing Bayesian network structure learning algorithm

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:52.771746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fc8272ee-e13f-4a62-9bff-5c9089d3773e · outbound

This paper cites Equivalence and synthesis of causal models.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal Equivalence and synthesis of causal models

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:52.758864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ad8f1a38-6ae1-4e90-aea1-b0d35fcb143c · outbound

This paper cites The characteristic imset polytope of Bayesian networks with ordered nodes.

Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal The characteristic imset polytope of Bayesian networks with ordered nodes

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:11:52.746374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

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