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Paper Citation Record · LEDGER

On Model Extrapolation in Marginal Shapley Values

As of 13 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2412.13158.

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

pith.paper-citation-record.v1
2412.13158 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:27:49.584527Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

14 of 14 outbound references displayed

  • verified exact2
  • verified fuzzy8
  • unresolved3
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 57ddb2d2-caa4-40b7-94b2-c801a8381512 · outbound

This paper cites A value for n-person games,.

On Model Extrapolation in Marginal Shapley Values A value for n-person games,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:27:49.992808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:27:49.476718Z digest=sha256:7979091d832136f2f0d85e73df66fed02b8720040c7f0c6164f0a4d4330ce52b

Observation dcd46e67-d086-4e91-af75-7309f4fcf6fe · outbound

This paper cites A Unified Approach to Interpreting Model Predictions.

On Model Extrapolation in Marginal Shapley Values A Unified Approach to Interpreting Model Predictions

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T13:27:49.486243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T13:27:49.486243Z digest=sha256:9bcd27c5bdca329005e52f9a17456d1d8322559aa4819d86717640aaaa2c5709

Observation 7b039a06-4b92-44f9-aa65-3aa0c507cef8 · outbound

This paper cites Explaining by Removing: A Unified Framework for Model Explanation.

On Model Extrapolation in Marginal Shapley Values Explaining by Removing: A Unified Framework for Model Explanation

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-11T13:27:49.507561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T13:27:49.507561Z digest=sha256:e07e8d0eb3e95966de84457bb506b1a2739fe73ab0288cd8c5cc784adf908cfc

Observation 225c6c73-7b03-46b2-b2d2-07b7fde3c1c0 · outbound

This paper cites Feature relevance quantification in explainable AI: A causal problem.

On Model Extrapolation in Marginal Shapley Values Feature relevance quantification in explainable AI: A causal problem

Reference 4

Resolution
malformed identifier
local_arxiv, observed 2026-08-11T13:27:49.708531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:27:49.516274Z digest=sha256:d444483c988b660fcd1621039c91d9a06a30c6edf778c6a3b5079ba63f5b37da

Observation 32628b8a-505c-48ad-8d3d-6806c3e34763 · outbound

This paper cites Pearl, Causality, 2nd ed.

On Model Extrapolation in Marginal Shapley Values Pearl, Causality, 2nd ed

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:27:49.973819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:27:49.523318Z digest=sha256:8e78ca3ebeab397c07ba78fb201db8444d8eb8c74e592c1b74cacdb9ee6713de

Observation 098aa271-4522-4560-8d6c-ba2a052f7671 · outbound

This paper cites Causal Analysis of Shapley Values: Conditional vs. Marginal.

On Model Extrapolation in Marginal Shapley Values Causal Analysis of Shapley Values: Conditional vs. Marginal

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:27:49.785763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:27:49.534676Z digest=sha256:0bba1d958f6ca0be32c5be42612bcc1ac16fee31e1fe0127aaf3061d86179088

Observation 23bd0af9-8245-4309-aed5-2c45215a44be · outbound

This paper cites Problems with Shapley-value-based explanations as feature importance measures.

On Model Extrapolation in Marginal Shapley Values Problems with Shapley-value-based explanations as feature importance measures

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T13:27:49.540894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T13:27:49.540894Z digest=sha256:88d53275ce8e80e5523f5d045ebb021f4f0e4763c11ff2bc316236aad4f6983c

Observation a9b211d1-d178-4571-bdd1-00456624d441 · outbound

This paper cites Causal Shapley values: Exploiting causal knowledge to explain individual predictions of complex models,.

On Model Extrapolation in Marginal Shapley Values Causal Shapley values: Exploiting causal knowledge to explain individual predictions of complex models,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:27:49.947650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:27:49.545753Z digest=sha256:eee0d678a0d1ceaf35c3dc7f3aabea175eafb78f4d982be5ec887bac3a77d5e0

Observation 2efd60e5-d1be-41f9-a92e-c316962bb901 · outbound

This paper cites Asymmetric Shapley values: incorporating causal knowledge into model-agnostic explainability,.

On Model Extrapolation in Marginal Shapley Values Asymmetric Shapley values: incorporating causal knowledge into model-agnostic explainability,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:27:49.913171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:27:49.550032Z digest=sha256:4499fae3cc77d75e7135f8dc90220cca1800f553d54daed7e5f9bd00573cfe19

Observation 2abf5f69-bbf3-4910-866e-83ebd9e16341 · outbound

This paper cites Explaining individual predictions when features are dependent: More accurate approximations to Shapley values,.

On Model Extrapolation in Marginal Shapley Values Explaining individual predictions when features are dependent: More accurate approximations to Shapley values,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:27:49.895117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:27:49.554404Z digest=sha256:dfde5dc14ddfe561d4b05134270f00ef09cb0206ec2fce0ddc776971fcc685e8

Observation cd640f4f-1bbe-454a-8e81-423c181b2edc · outbound

This paper cites Wüthrich and M.

On Model Extrapolation in Marginal Shapley Values Wüthrich and M

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:27:49.864306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:27:49.560182Z digest=sha256:f5ec1305c4adf2cd4e1f608ac49913f30ce246f1d74cac76817c0a6cfc16aec0

Observation 1bcee0d2-ad90-4487-bdf6-1fbf8e57b49b · outbound

This paper cites [Online].

On Model Extrapolation in Marginal Shapley Values [Online]

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:27:49.834889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:27:49.566794Z digest=sha256:4b0b22b1b0597848f4008040b68c3f8bdf3b64fb87943e0cbe5ecdccc1131944

Observation 1fa30181-f23e-483f-9cc8-10c91d776243 · outbound

This paper cites Explaining a simple OR function,.

On Model Extrapolation in Marginal Shapley Values Explaining a simple OR function,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:27:49.816705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:27:49.575697Z digest=sha256:87531a5a3771dca013c35f61b356fd7a5fc3811ad89ed31ac008ea435e626395

Observation 38902f5c-d3f0-470f-9136-e2932ab05625 · outbound

This paper cites Conditional expectation network for SHAP.

On Model Extrapolation in Marginal Shapley Values Conditional expectation network for SHAP

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:27:49.658335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:27:49.584527Z digest=sha256:8669dadce3ac03476ae4ee06399ee36a7997677e6f7b16b132de46f780c62eb7

Pith citing papers

No inbound Pith citation observations are available.