Pith. sign in

Paper Citation Record · LEDGER

Risk Comparisons in Linear Regression: Implicit Regularization Dominates Explicit Regularization

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2509.17251.

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

pith.paper-citation-record.v1
2509.17251 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:34:02.687791Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-01T21:46:15.237486Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 5cd5b45e-f885-429f-adea-7b066de7c271 · inbound

Statistical Inference on Gradient Flows cites this paper.

Statistical Inference on Gradient Flows Risk Comparisons in Linear Regression: Implicit Regularization Dominates Explicit Regularization

Reference 29

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T21:46:15.239211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-28T16:26:55.468917Z digest=sha256:0932a90aad4b2109f89703783d61f7e8dfa15d8da2a67323f243c640903711df

Observation 3284d8be-01b9-45d3-947c-3457dd2af40b · inbound

A Defense of the Quadratic Model cites this paper.

A Defense of the Quadratic Model Risk Comparisons in Linear Regression: Implicit Regularization Dominates Explicit Regularization

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-01T06:58:11.962867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T06:58:11.962867Z digest=sha256:252439363d1f674c86ff27e114adaf69431a0646460c47de90c67ddfe2f17469

Observation 9e4fbea7-2cb9-4cb6-b237-fa62579d95c9 · inbound

Beyond Negative-Ridge Endpoints: Mixed-Sign Spectral Regularization via Negative-Shifted Gradient Descent cites this paper.

Beyond Negative-Ridge Endpoints: Mixed-Sign Spectral Regularization via Negative-Shifted Gradient Descent Risk Comparisons in Linear Regression: Implicit Regularization Dominates Explicit Regularization

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-01T04:46:51.306343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T04:46:51.306343Z digest=sha256:a2139239be1817c63c1650207e040240a0e5cd7d53c29473b5a7c92faf203760

Observation bae79b10-d417-4905-ad65-812627274d84 · inbound

Minimax Optimal Early-Stopped Gradient Descent for Gaussian Mixture Classification cites this paper.

Minimax Optimal Early-Stopped Gradient Descent for Gaussian Mixture Classification Risk Comparisons in Linear Regression: Implicit Regularization Dominates Explicit Regularization

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T11:34:02.687791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:34:02.687791Z digest=sha256:ffdf64f80e2f9b9c1b78961627226128c9a10f45fe20fb81892d6c349dce8c70