Pith. sign in

Paper Citation Record · LEDGER

Efficient Conformal Prediction for Regression Models under Label Noise

As of 6 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2509.15120.

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

pith.paper-citation-record.v1
2509.15120 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T16:15:50.009842Z

measured 32 of 32 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 2026-08-04T16:15:49.891914Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved31
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eba407e0-87d8-4df1-9d7d-a7ee7f08e3d4 · outbound

This paper cites Efficient Conformal Prediction for Regression Models under Label Noise.

Efficient Conformal Prediction for Regression Models under Label Noise Efficient Conformal Prediction for Regression Models under Label Noise

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.891914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.891914Z digest=sha256:4d64e538ab3ef178d7f80f6ef00fb668127efa29fb1d7833120d79a9f723d1bf

Observation 43bee49d-563e-46b8-8880-0bb3eac4bc34 · outbound

This paper cites For a regression task with scalar label, we haveY=R.

Efficient Conformal Prediction for Regression Models under Label Noise For a regression task with scalar label, we haveY=R

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.897311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.897311Z digest=sha256:cf7f073de5cbd475bf92afa4bf97189d6f8321ba31bb9cbb8db64513273687aa

Observation b72634a6-47c5-4377-b3d2-8f30df321745 · outbound

This paper cites A higher score should encode a lower level of agreement betweenxandy.

Efficient Conformal Prediction for Regression Models under Label Noise A higher score should encode a lower level of agreement betweenxandy

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.901327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.901327Z digest=sha256:f890cdf52fb552aeccb002c23fdc457151724129c178f6430c411f2c92fbb366

Observation 6522fceb-7223-41ab-a610-40d86cb10d2e · outbound

This paper cites , s(xn, yn)}.

Efficient Conformal Prediction for Regression Models under Label Noise , s(xn, yn)}

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.905263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.905263Z digest=sha256:945ec9d28a9f82d0ebed904f63157e9c3d8e1d32ec8bba828b2cb68737691d75

Observation 81487cff-3b69-4d96-a6a2-1d00eabecbd8 · outbound

This paper cites noisy CP.

Efficient Conformal Prediction for Regression Models under Label Noise noisy CP

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.909160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.909160Z digest=sha256:4753a2f5f7b7a54fd992f51b58833c7bd23dacf82d9b267ac2da4c4042cb3864

Observation fb18df61-403e-4f31-a329-304805acd2bf · outbound

This paper cites noisy CP.

Efficient Conformal Prediction for Regression Models under Label Noise noisy CP

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.913091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.913091Z digest=sha256:163cdb7082b30a6ed5c92f466100ecbf8362e5c63430c4f68da77b47f226ae21

Observation a58cdb61-e74b-4719-b856-f7c7b37c898d · outbound

This paper cites an unresolved cited work.

Efficient Conformal Prediction for Regression Models under Label Noise Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.917095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.917095Z digest=sha256:5020e5fed18f172d8791e60c77a432b8c7d3518b81372143df3f2321f08bfaa6

Observation 401b9830-aabe-4f9f-bbe3-6fcd89a60804 · outbound

This paper cites We developed an iterative deconvolution-based procedure for estimating the noise-free CP threshold, based on a solid mathematical derivation.

Efficient Conformal Prediction for Regression Models under Label Noise We developed an iterative deconvolution-based procedure for estimating the noise-free CP threshold, based on a solid mathematical derivation

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.921468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.921468Z digest=sha256:b71321bd9c8428411772950dd539589dcc53c474986da660836f6229646687f4

Observation 95631576-e836-4993-b123-2d965b4c9835 · outbound

This paper cites Leveraging uncertainty information from deep neural networks for disease detection,.

Efficient Conformal Prediction for Regression Models under Label Noise Leveraging uncertainty information from deep neural networks for disease detection,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.925368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.925368Z digest=sha256:8ec88e22d9d8caf097bd17aabc61f172f2c95c2d58b02f1889e58f43a4c13797

Observation 7e8b5f08-661a-4023-ad84-93650e89b06a · outbound

This paper cites Predicting weather forecast uncertainty with machine learning,.

Efficient Conformal Prediction for Regression Models under Label Noise Predicting weather forecast uncertainty with machine learning,

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.929506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.929506Z digest=sha256:e208be3487f8ee829f600b6b702502faf513521cc8b5628519f61a486520978d

Observation 7b1167f0-b7e7-4132-8a9b-93179abcc55d · outbound

This paper cites Automated driving: The role of forecasts and uncertainty—a control perspective,.

Efficient Conformal Prediction for Regression Models under Label Noise Automated driving: The role of forecasts and uncertainty—a control perspective,

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.933439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.933439Z digest=sha256:2154a7e31e1519092cd10b0aab4e9d8f8c7fadf1a4494a82b0f7d55b2f8bea1a

Observation 9a66fc40-95b9-4060-95e5-25684427243c · outbound

This paper cites Biometrynet: Landmark-based fetal biometry estimation from standard ultrasound planes,.

Efficient Conformal Prediction for Regression Models under Label Noise Biometrynet: Landmark-based fetal biometry estimation from standard ultrasound planes,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.937445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.937445Z digest=sha256:1e4e9ac7a7584c1502be0c87cf90901d83d4d42aa92b6b1f012310c1413fb9e9

Observation 90e584ca-d158-4a6d-b197-d8a601e37ca5 · outbound

This paper cites Machine-learning applications of algorithmic randomness,.

Efficient Conformal Prediction for Regression Models under Label Noise Machine-learning applications of algorithmic randomness,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.941670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.941670Z digest=sha256:71e2485756289c2b9ffbbee2e7aa6b3e1f076e52c6d7e0d1ae1286f3b1a9943f

Observation 93fff2e6-fdc9-4119-a3cb-66ee65440a75 · outbound

This paper cites 29, Springer, 2005.

Efficient Conformal Prediction for Regression Models under Label Noise 29, Springer, 2005

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.945911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.945911Z digest=sha256:26a123909bfc4daaa6fc9805a03cabee800f8c2badee31fa0ec1ebf264f10b26

Observation 8dcdee65-9614-4829-8609-40e456ecfd60 · outbound

This paper cites Conformal prediction: A gentle introduction,.

Efficient Conformal Prediction for Regression Models under Label Noise Conformal prediction: A gentle introduction,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.950038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.950038Z digest=sha256:45e2b91ada64e6df84faf0ca74a0c8f9695f72e5ed03112a4f136a9a7fa0c395

Observation c64e0e03-81c0-4f51-8bc6-9da210cb995d · outbound

This paper cites Uncertainty sets for image classifiers using conformal prediction,.

Efficient Conformal Prediction for Regression Models under Label Noise Uncertainty sets for image classifiers using conformal prediction,

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.954196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.954196Z digest=sha256:963bbc5b95df943b7c5ac837633dc1b0c54718a67f0c5cf275f86679613b2aca

Observation af5c7da2-bbb1-44d4-9f94-01b0a536aacd · outbound

This paper cites On temperature scaling and con- formal prediction of deep classifiers,.

Efficient Conformal Prediction for Regression Models under Label Noise On temperature scaling and con- formal prediction of deep classifiers,

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.958067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.958067Z digest=sha256:b031a1cbbf5bd90511dbae1c90befce728138be715c0bec62021e69e3e471e06

Observation 91d07b15-d82b-4e92-a9ca-50011a919e03 · outbound

This paper cites Improving trustworthiness of AI disease severity rat- ing in medical imaging with ordinal conformal prediction sets,.

Efficient Conformal Prediction for Regression Models under Label Noise Improving trustworthiness of AI disease severity rat- ing in medical imaging with ordinal conformal prediction sets,

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.961831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.961831Z digest=sha256:4f311e3f0089761f09184ab2932d3aff25c9d13653fa1c5066730c66704e8e5c

Observation bae0ae03-01e6-414e-9347-c0274008e247 · outbound

This paper cites Fair conformal predictors for applications in medical imaging,.

Efficient Conformal Prediction for Regression Models under Label Noise Fair conformal predictors for applications in medical imaging,

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.965384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.965384Z digest=sha256:56b1ab6b63f1bcd27db63ee522198f47d3482696fab0d3bd11272455ee7cbf7e

Observation 069d0400-f218-4291-9937-6f462acb0d23 · outbound

This paper cites Esti- mating diagnostic uncertainty in artificial intelligence assisted pathology using conformal prediction,.

Efficient Conformal Prediction for Regression Models under Label Noise Esti- mating diagnostic uncertainty in artificial intelligence assisted pathology using conformal prediction,

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.968839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.968839Z digest=sha256:38900ce4a330d584a30c2cf22b006cb061762717d94de80829ec51f6890abd2f

Observation f7cf3243-ea5c-45cc-9b82-ec03d19a27a9 · outbound

This paper cites A review of non- conformity measures for conformal prediction in regression,.

Efficient Conformal Prediction for Regression Models under Label Noise A review of non- conformity measures for conformal prediction in regression,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.972439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.972439Z digest=sha256:ef1fd3fcf3a037a2e7ac16aace661cc956584e938fae58ee4350da47c1caef09

Observation 86cf38b3-8276-477d-830e-9eaa3d4149be · outbound

This paper cites Confor- mal prediction: A data perspective,.

Efficient Conformal Prediction for Regression Models under Label Noise Confor- mal prediction: A data perspective,

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.976138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.976138Z digest=sha256:2466abe646d8035ac384ecbc21221e0e0a4b6e321e8da896c870ce20cdaa21d6

Observation e35ef872-0d8c-4e68-a2ee-9b9d3b33e304 · outbound

This paper cites La- bel noise robustness of conformal prediction,.

Efficient Conformal Prediction for Regression Models under Label Noise La- bel noise robustness of conformal prediction,

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.979581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.979581Z digest=sha256:6604a63a90058b53191c924e458be6e264b927fd7f92979cb64e7a6517f036fb

Observation 016bfe1a-6483-418c-b31e-76a1d5d82099 · outbound

This paper cites Adaptive con- formal classification with noisy labels,.

Efficient Conformal Prediction for Regression Models under Label Noise Adaptive con- formal classification with noisy labels,

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.983466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.983466Z digest=sha256:2604973cff4869ae579d46b8276b1ee7874f7113082927004f996edfb3e61e0e

Observation aa2b760c-0a32-4539-9878-f2928d4de943 · outbound

This paper cites A conformal prediction score that is robust to label noise,.

Efficient Conformal Prediction for Regression Models under Label Noise A conformal prediction score that is robust to label noise,

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.987074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.987074Z digest=sha256:cdf7efe23cf1919fecc30a798a8ac5ec59aae9fbb5e2e68b93c8843895472156

Observation 01c18b25-8655-48cd-afa1-9287ea98fddc · outbound

This paper cites Confor- mal prediction of classifiers with many classes based on noisy labels,.

Efficient Conformal Prediction for Regression Models under Label Noise Confor- mal prediction of classifiers with many classes based on noisy labels,

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.990777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.990777Z digest=sha256:47d2764fa9cd3988b0a45f64e7fe2258b8160bd7c00c53b3556712a923270a68

Observation c730b451-9597-40c2-b9ab-749ec78cf422 · outbound

This paper cites Split conformal prediction under data contamina- tion,.

Efficient Conformal Prediction for Regression Models under Label Noise Split conformal prediction under data contamina- tion,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.994839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.994839Z digest=sha256:76bd101327ba0d5ce90fb1eecead499f29c0e39213714dc7d27725a920155167

Observation 72259cd8-a8f5-4e0c-a89b-d8363448e031 · outbound

This paper cites Clinical measurements with calibrated instance-dependent confidence interval,.

Efficient Conformal Prediction for Regression Models under Label Noise Clinical measurements with calibrated instance-dependent confidence interval,

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.998507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.998507Z digest=sha256:8634b5133cf2480383f9a84ab37347804d8308b87ff73a61d00e03864ab2a390

Observation 0f927a51-64f4-47f5-bbf0-d30d8d64b71e · outbound

This paper cites The rsna pediatric bone age machine learn- ing challenge,.

Efficient Conformal Prediction for Regression Models under Label Noise The rsna pediatric bone age machine learn- ing challenge,

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:50.002347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:50.002347Z digest=sha256:6670f00b6204b5bffa3220d3abbd13da0a50717a9d4a902fa0ef7376ae372c89

Observation 814149e8-6d6e-4066-bc69-9b8046669bba · outbound

This paper cites Nih chest x- ray dataset,.

Efficient Conformal Prediction for Regression Models under Label Noise Nih chest x- ray dataset,

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:50.006108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:50.006108Z digest=sha256:636776ad7087e2ac6283a45c9c510f735b67988140e18f65f119e8d5eb81c270

Observation 6ae73b48-ac44-497d-8e69-6cdbf07e4476 · outbound

This paper cites Efficientnet: Rethinking model scaling for convolutional neural networks,.

Efficient Conformal Prediction for Regression Models under Label Noise Efficientnet: Rethinking model scaling for convolutional neural networks,

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:50.009842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:50.009842Z digest=sha256:0d6e47f0f3e7a6faa96e2794246a00aee3cd8edcad7ed31ded7f92559a3d37fb

Pith citing papers

Observation eba407e0-87d8-4df1-9d7d-a7ee7f08e3d4 · inbound

Efficient Conformal Prediction for Regression Models under Label Noise cites this paper.

Efficient Conformal Prediction for Regression Models under Label Noise Efficient Conformal Prediction for Regression Models under Label Noise

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-04T16:15:49.891914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:15:49.891914Z digest=sha256:4d64e538ab3ef178d7f80f6ef00fb668127efa29fb1d7833120d79a9f723d1bf