Pith. sign in

Paper Citation Record · LEDGER

The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter

As of 6 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 1 inbound Pith citation observation for arXiv:2411.04696.

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

pith.paper-citation-record.v1
2411.04696 v5

Coverage vector

measured 9 of 9 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-23T17:14:23.513216Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:10:53.379961Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T16:10:53.950013Z

Reference resolution

9 of 9 outbound references displayed

  • verified exact5
  • verified fuzzy2
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 24804548-1859-4329-8bf6-b86c9323b0e0 · outbound

This paper cites Invariant Risk Minimization.

The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter Invariant Risk Minimization

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-05-23T17:15:43.624705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T17:14:23.513216Z digest=sha256:16c7c74f4e21184afa5c6e84c45481ea1ee2fd6f8de21bfdca3ab1f679f113c0

Observation 8502974e-852e-4f5e-86a0-b08d21e0930e · outbound

This paper cites Are Vision Transformers Robust to Spurious Correlations?.

The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter Are Vision Transformers Robust to Spurious Correlations?

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-23T17:15:43.641417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T17:14:23.513216Z digest=sha256:b0e624cb7e5ede0d30e317ea2c98b449910c9dd93e37f17a21edeedaeb843abe

Observation 9de70a6a-467d-4202-845a-9bb9fa5b7015 · outbound

This paper cites Oxford, UK: Oxford University Press.

The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter Oxford, UK: Oxford University Press

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:15:44.167587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T17:14:23.513216Z digest=sha256:acc66174a53a8014704721a106f9cdfbb87870bd995d47e92a3a3333b9b40672

Observation a1220cf8-1532-4bc0-a5d6-72751047ca0e · outbound

This paper cites Bias Behind the Wheel: Fairness Testing of Autonomous Driving Systems.

The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter Bias Behind the Wheel: Fairness Testing of Autonomous Driving Systems

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-23T17:15:43.614233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T17:14:23.513216Z digest=sha256:78244b80cdb54618ae4cbb39580706d36d8d9b5cc73635d2604f9ec4b79848b2

Observation 4f60e64b-1074-4481-9917-a799462795a9 · outbound

This paper cites American Sociological Review , 00031224241271100.

The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter American Sociological Review , 00031224241271100

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:15:44.170755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T17:14:23.513216Z digest=sha256:c47bc166d3ceb9f4688d968224db774991fdd7e726e78e715707d8dced2ef008

Observation 0b8ff62d-8019-454e-8677-874ed07980db · outbound

This paper cites Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization.

The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization

Reference 6

Resolution
metadata mismatch
local_arxiv, observed 2026-05-23T17:15:43.608260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T17:14:23.513216Z digest=sha256:4b56f3c36ef06a7adb167802200f16184b703f4909f930f7198ef89e27880920

Observation 73ff878f-5780-4aa3-bd83-ce0b82bb21ec · outbound

This paper cites On Causal and Anticausal Learning.

The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter On Causal and Anticausal Learning

Reference 7

Resolution
metadata mismatch
local_arxiv, observed 2026-05-23T17:15:43.619649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T17:14:23.513216Z digest=sha256:054891a135c31742ec30adc408f09e0d19bf2ed435ce83121b2bcc78a3cbc033

Observation 989b1196-4ead-47d3-a0d7-959e8779f830 · outbound

This paper cites Spurious Correlations and Where to Find Them.

The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter Spurious Correlations and Where to Find Them

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-23T17:15:43.635236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T17:14:23.513216Z digest=sha256:0e6ee6009913c206d8670f1e0f82f38e182d15c104fde04693f93404f0a73efc

Observation 717a6efd-9dae-4f16-bf52-563adc513695 · outbound

This paper cites Will You Find These Shortcuts?.

The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter Will You Find These Shortcuts?

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-23T17:15:43.630101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-23T17:14:23.513216Z digest=sha256:596e25e88e9e97db5f9882dbc3b597a46d4fc82a785b982a3635b64b53c2a5c0

Pith citing papers

Observation a683d9e3-dd4b-4bb9-a44d-bf7bcf5a1e76 · inbound

VISION: Robust and Interpretable Code Vulnerability Detection Leveraging Counterfactual Augmentation cites this paper.

VISION: Robust and Interpretable Code Vulnerability Detection Leveraging Counterfactual Augmentation The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-05T16:10:53.953096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-08-05T16:10:53.379961Z digest=sha256:93ecd7f06b88f910a1b5f57f8b8a3e62941d5813b3a9f74bdf8421feabe0cb7f