Paper Citation Record · LEDGER

Rethinking Early Stopping: Refine, Then Calibrate

As of 20 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 5 inbound Pith citation observations for arXiv:2501.19195.

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

pith.paper-citation-record.v1
2501.19195 v2

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T21:03:04.048967Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:40:15.348141Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

19 of 19 outbound references displayed

verified exact1
verified fuzzy4
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 66f9bea9-7214-4829-b612-58dfa1b816e7 · outbound

This paper cites an unresolved cited work.

Rethinking Early Stopping: Refine, Then Calibrate Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:03:09.527627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3383fb54-4e9a-4ead-bf1f-6b60fa72fe45 · outbound

This paper cites Figure D.1 shows a comparison of more post-hoc calibration methods.

Rethinking Early Stopping: Refine, Then Calibrate Figure D.1 shows a comparison of more post-hoc calibration methods

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:03:09.512587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 36be1035-e9c5-4749-9549-0dc77ec3312e · outbound

This paper cites The Calibration Generalization Gap.

Rethinking Early Stopping: Refine, Then Calibrate The Calibration Generalization Gap

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T21:03:04.004665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa52e27a-7c07-4840-92c4-6b45ebe60992 · outbound

This paper cites AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data.

Rethinking Early Stopping: Refine, Then Calibrate AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T21:03:04.007970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75ca4053-cfa3-4665-a320-5046989839d8 · outbound

This paper cites Intuitively, the grouping loss describes the loss that occurs when f (x1) = f (x2) but E[Y |X = x1] ̸= E[Y |X = x2].

Rethinking Early Stopping: Refine, Then Calibrate Intuitively, the grouping loss describes the loss that occurs when f (x1) = f (x2) but E[Y |X = x1] ̸= E[Y |X = x2]

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:03:09.542599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7587714a-4c27-482b-af9f-939e9b76fe39 · outbound

This paper cites On the one hand, an advantage of the former perspective is that it extends to non-divergences like the L1 distance.

Rethinking Early Stopping: Refine, Then Calibrate On the one hand, an advantage of the former perspective is that it extends to non-divergences like the L1 distance

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:03:09.535308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 07aced66-7475-496f-b06d-a03309e597cd · outbound

This paper cites Hyperparameter tuning.

Rethinking Early Stopping: Refine, Then Calibrate Hyperparameter tuning

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:03:09.504612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7c746d8b-d111-460b-9d51-bdd5289f465c · outbound

This paper cites an unresolved cited work.

Rethinking Early Stopping: Refine, Then Calibrate Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:03:09.496912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 564a67ec-05f2-4a71-ba8d-cfc61dd8526b · outbound

This paper cites Line Search for Convex Minimization.

Rethinking Early Stopping: Refine, Then Calibrate Line Search for Convex Minimization

Reference 2004

Resolution: unresolved; no resolver link, observed 2026-08-09T21:03:04.024861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47e53f14-8252-4948-93f5-4430eae0bb1b · outbound

This paper cites Post-Hoc Reversal: Are We Selecting Models Prematurely?.

Rethinking Early Stopping: Refine, Then Calibrate Post-Hoc Reversal: Are We Selecting Models Prematurely?

Reference 2009

Resolution: verified exact; local_arxiv, observed 2026-08-09T21:03:09.488629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7ec91221-79e1-4e36-b78a-21cf31e6fc32 · outbound

This paper cites Improved Regularization of Convolutional Neural Networks with Cutout.

Rethinking Early Stopping: Refine, Then Calibrate Improved Regularization of Convolutional Neural Networks with Cutout

Reference 2011

Resolution: unresolved; no resolver link, observed 2026-08-09T21:03:04.015056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51de0ef6-ba75-4b3d-9a0b-c6771cf430d0 · outbound

This paper cites The Murphy Decomposition and the Calibration-Resolution Principle: A New Perspective on Forecast Evaluation.

Rethinking Early Stopping: Refine, Then Calibrate The Murphy Decomposition and the Calibration-Resolution Principle: A New Perspective on Forecast Evaluation

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-09T21:03:03.994788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dd52621-c4f0-4a1e-915c-d93b50166c9e · outbound

This paper cites Wide Residual Networks.

Rethinking Early Stopping: Refine, Then Calibrate Wide Residual Networks

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-09T21:03:04.011745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d116cf5d-2b31-4e20-8a78-483735824a39 · outbound

This paper cites A closer look at deep learning methods on tabular datasets.

Rethinking Early Stopping: Refine, Then Calibrate A closer look at deep learning methods on tabular datasets

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-09T21:03:04.018559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b872a0b-cdce-41d6-9362-d483ef8d12dc · outbound

This paper cites an unresolved cited work.

Rethinking Early Stopping: Refine, Then Calibrate Unresolved cited work

Reference 2019

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:03:09.520136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2a3d3683-54e2-4e95-aad0-9d4dd7aed7ca · outbound

This paper cites Evaluating Posterior Probabilities: Decision Theory, Proper Scoring Rules, and Calibration.

Rethinking Early Stopping: Refine, Then Calibrate Evaluating Posterior Probabilities: Decision Theory, Proper Scoring Rules, and Calibration

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-09T21:03:03.997965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3a9a617-327c-41fa-9f44-b0de61023470 · outbound

This paper cites The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation.

Rethinking Early Stopping: Refine, Then Calibrate The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-09T21:03:04.021627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4416801-a843-458d-9aef-01e17c9abce0 · outbound

This paper cites Reassessing How to Compare and Improve the Calibration of Machine Learning Models.

Rethinking Early Stopping: Refine, Then Calibrate Reassessing How to Compare and Improve the Calibration of Machine Learning Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-09T21:03:04.001213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72545555-12e0-4370-9eae-4b65685ea79c · outbound

This paper cites an unresolved cited work.

Rethinking Early Stopping: Refine, Then Calibrate Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:03:09.549799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation 79a24c94-d323-4a92-b99a-af79a34cc576 · inbound

When Shift Happens - Confounding Is to Blame cites this paper.

When Shift Happens - Confounding Is to Blame Rethinking Early Stopping: Refine, Then Calibrate

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T13:40:15.348141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9e46cb4-1726-4efe-a78a-b7f10a6b83b4 · inbound

The Well-Tempered Classifier: Some Elementary Properties of Temperature Scaling cites this paper.

The Well-Tempered Classifier: Some Elementary Properties of Temperature Scaling Rethinking Early Stopping: Refine, Then Calibrate

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-02T23:14:38.761384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf894a11-458f-4ef6-8811-5c5833760a07 · inbound

Too Sharp, Too Sure: When Calibration Follows Curvature cites this paper.

Too Sharp, Too Sure: When Calibration Follows Curvature Rethinking Early Stopping: Refine, Then Calibrate

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-10T00:24:46.202353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 026de727-c628-40f6-8338-59993fd4bc75 · inbound

CalArena: A Large-Scale Post-Hoc Calibration Benchmark cites this paper.

CalArena: A Large-Scale Post-Hoc Calibration Benchmark Rethinking Early Stopping: Refine, Then Calibrate

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T08:23:15.347957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e9f86fd4-7d33-4aae-8971-9a5f9593e2ef · inbound

Eigenvalue Calibration for Semantic Embeddings of Large Language Models cites this paper.

Eigenvalue Calibration for Semantic Embeddings of Large Language Models Rethinking Early Stopping: Refine, Then Calibrate

Reference 190

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T08:36:59.866594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.