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Paper Citation Record · LEDGER

On Model Extrapolation in Marginal Shapley Values

As of 23 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 2026-08-23T06:30:58.430688+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

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T13:27:49.476718Z digest=sha256:f6d662331e6ae986f4c88af063925dd6cdcbc1493b43784d9778d657e5a26b79

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=sha256:5d8f1890db83e12abf065f1617f0371b322ee197e128f3046665fea598669462

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:f67b32e8fd890bffebb0d6490a9269abbf9dae07acd696a50caea3288dbf22fa

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T13:27:49.516274Z digest=sha256:3942dc1f4a6c5dd232e3aa103a4c85b6b1cd3ecc35b04522566c003dbf74a93e

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T13:27:49.523318Z digest=sha256:eabbd3091ffeeb6bdc249aa71de8a02cc604f1e38a808af8b095837a13f03b9b

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T13:27:49.534676Z digest=sha256:6e5bcfe149f8ebb18aa7a5be64dc66e997dd8eb8b2bc338758a2a52fb5056d07

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:c165f5bdf8f3c32e93c3576cb0b76e3eacdf4c1c6abf23841377afa0883632d8

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T13:27:49.545753Z digest=sha256:45c9fe619d9f2702e162e4abebfbe5d7367ddd762d0756a51772bde6f68fd721

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T13:27:49.550032Z digest=sha256:b8ff6cb18b8ff2b87dcfa2b388a89bc28579910941657c9ace57f93a8f84a414

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T13:27:49.554404Z digest=sha256:1e5d59bf9ef22390ead7955303bdb836fb02e4b1d4089d4a180c3bffa5d601d6

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T13:27:49.560182Z digest=sha256:cd53f7de6b048fcae9ed21492d34f07b9979934b7f7e1da9372f910a098a0558

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T13:27:49.566794Z digest=sha256:f756367a795b79d81d70566a3e5d04b166ec7c325183e5e56735db6162cbc615

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T13:27:49.575697Z digest=sha256:671c8bfde4cb28c9418c7222d3e0e3b3e58aa3bddb8dd029681b0917fb4b3340

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T13:27:49.584527Z digest=sha256:a6db397fa7cce1396fd41ef0c53e0eeae24601dcb4965c9aa468048e50545c85

Pith citing papers

No inbound Pith citation observations are available.